DataFrame
NO COMPARISON TARGET
27705
ROWS
0
DUPLICATES
32.7 MB
RAM
143
FEATURES
14
CATEGORICAL
128
NUMERICAL
1
TEXT
2.2.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
mobile_number
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
27,705
(100%)
1
<1%
-
-
7001524846
1
<1%
-
-
7000661819
1
<1%
-
-
7001071554
1
<1%
-
-
7000888840
1
<1%
-
-
7000721071
1
<1%
-
-
7000356443
1
<1%
-
-
7001475047
27,698
>99%
-
-
(Other)
2
loc_og_t2o_mou
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
3
std_og_t2o_mou
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
4
loc_ic_t2o_mou
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
5
arpu_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
27,168
(98%)
ZEROES:
47
(<1%)
MAX
2,755
95%
1,163
Q3
685
AVG
561
MEDIAN
489
Q1
363
5%
212
MIN
-2,259
RANGE
5,014
IQR
322
STD
306
VAR
93,672
KURT.
4.14
SKEW
1.55
SUM
15.6M
6
arpu_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
27,187
(98%)
ZEROES:
13
(<1%)
MAX
3,256
95%
1,191
Q3
693
AVG
571
MEDIAN
493
Q1
368
5%
231
MIN
-1,290
RANGE
4,545
IQR
324
STD
312
VAR
97,249
KURT.
4.84
SKEW
1.70
SUM
15.8M
7
arpu_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
27,046
(98%)
ZEROES:
151
(<1%)
MAX
6,255
95%
1,216
Q3
675
AVG
536
MEDIAN
464
Q1
311
5%
100
MIN
-345
RANGE
6,600
IQR
363
STD
360
VAR
129k
KURT.
12.2
SKEW
2.18
SUM
14.9M
8
onnet_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
17,854
(64%)
ZEROES:
547
(2%)
MAX
6,109
95%
1,120
Q3
349
AVG
289
MEDIAN
127
Q1
43
5%
4
MIN
0
RANGE
6,109
IQR
306
STD
431
VAR
186k
KURT.
17.9
SKEW
3.42
SUM
8.0M
9
onnet_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
18,076
(65%)
ZEROES:
475
(2%)
MAX
7,742
95%
1,194
Q3
363
AVG
303
MEDIAN
129
Q1
44
5%
4
MIN
0
RANGE
7,742
IQR
318
STD
459
VAR
211k
KURT.
22.4
SKEW
3.63
SUM
8.4M
10
onnet_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
17,142
(62%)
ZEROES:
898
(3%)
MAX
9,977
95%
1,123
Q3
314
AVG
275
MEDIAN
109
Q1
34
5%
1
MIN
0
RANGE
9,977
IQR
280
STD
450
VAR
202k
KURT.
29.7
SKEW
4.06
SUM
7.6M
11
offnet_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
21,185
(76%)
ZEROES:
183
(<1%)
MAX
5,332
95%
1,210
Q3
516
AVG
407
MEDIAN
282
Q1
141
5%
29
MIN
0
RANGE
5,332
IQR
375
STD
428
VAR
183k
KURT.
13.1
SKEW
2.87
SUM
11.3M
12
offnet_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
21,452
(77%)
ZEROES:
176
(<1%)
MAX
6,339
95%
1,253
Q3
531
AVG
420
MEDIAN
287
Q1
144
5%
32
MIN
0
RANGE
6,339
IQR
387
STD
449
VAR
202k
KURT.
15.4
SKEW
3.05
SUM
11.6M
13
offnet_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
20,820
(75%)
ZEROES:
415
(1%)
MAX
14,007
95%
1,189
Q3
494
AVG
385
MEDIAN
255
Q1
112
5%
13
MIN
0
RANGE
14,007
IQR
382
STD
456
VAR
208k
KURT.
50.1
SKEW
4.35
SUM
10.7M
14
roam_ic_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
4,094
(15%)
ZEROES:
21,198
(77%)
MAX
2,613
95%
93
Q3
0
AVG
17
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,613
IQR
0.00
STD
74.7
VAR
5,578
KURT.
238
SKEW
11.7
SUM
466k
15
roam_ic_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,405
(12%)
ZEROES:
22,578
(81%)
MAX
3,813
95%
62
Q3
0
AVG
13
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,813
IQR
0.00
STD
73.6
VAR
5,410
KURT.
554
SKEW
17.6
SUM
361k
16
roam_ic_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,488
(13%)
ZEROES:
22,200
(80%)
MAX
4,170
95%
64
Q3
0
AVG
13
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,170
IQR
0.00
STD
73.0
VAR
5,328
KURT.
658
SKEW
18.8
SUM
365k
17
roam_og_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
4,839
(17%)
ZEROES:
21,139
(76%)
MAX
2,179
95%
160
Q3
0
AVG
27
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,179
IQR
0.00
STD
106
VAR
11,277
KURT.
91.6
SKEW
7.90
SUM
761k
18
roam_og_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
4,064
(15%)
ZEROES:
22,538
(81%)
MAX
1,900
95%
114
Q3
0
AVG
20
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,900
IQR
0.00
STD
88.0
VAR
7,745
KURT.
92.2
SKEW
8.22
SUM
566k
19
roam_og_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
4,145
(15%)
ZEROES:
22,213
(80%)
MAX
3,493
95%
116
Q3
0
AVG
21
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,493
IQR
0.00
STD
97.3
VAR
9,470
KURT.
219
SKEW
11.6
SUM
576k
20
loc_og_t2t_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
10,787
(39%)
ZEROES:
1,815
(7%)
MAX
6,093
95%
350
Q3
94
AVG
96
MEDIAN
34
Q1
9
5%
0
MIN
0
RANGE
6,093
IQR
84.5
STD
234
VAR
54,626
KURT.
120
SKEW
8.84
SUM
2.7M
21
loc_og_t2t_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
10,852
(39%)
ZEROES:
1,485
(5%)
MAX
7,401
95%
352
Q3
94
AVG
98
MEDIAN
35
Q1
10
5%
0
MIN
0
RANGE
7,401
IQR
83.9
STD
253
VAR
63,850
KURT.
166
SKEW
10.2
SUM
2.7M
22
loc_og_t2t_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
10,594
(38%)
ZEROES:
2,378
(9%)
MAX
9,761
95%
332
Q3
90
AVG
91
MEDIAN
32
Q1
8
5%
0
MIN
0
RANGE
9,761
IQR
81.9
STD
232
VAR
53,632
KURT.
244
SKEW
11.3
SUM
2.5M
23
loc_og_t2m_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
16,066
(58%)
ZEROES:
945
(3%)
MAX
4,730
95%
607
Q3
243
AVG
182
MEDIAN
106
Q1
33
5%
2
MIN
0
RANGE
4,730
IQR
210
STD
240
VAR
57,443
KURT.
28.0
SKEW
3.80
SUM
5.0M
24
loc_og_t2m_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
16,305
(59%)
ZEROES:
770
(3%)
MAX
4,457
95%
607
Q3
245
AVG
184
MEDIAN
110
Q1
37
5%
3
MIN
0
RANGE
4,457
IQR
208
STD
232
VAR
54,035
KURT.
23.0
SKEW
3.48
SUM
5.1M
25
loc_og_t2m_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
15,824
(57%)
ZEROES:
1,494
(5%)
MAX
3,547
95%
592
Q3
233
AVG
174
MEDIAN
99
Q1
29
5%
0
MIN
0
RANGE
3,547
IQR
204
STD
230
VAR
52,909
KURT.
20.9
SKEW
3.43
SUM
4.8M
26
loc_og_t2f_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,158
(11%)
ZEROES:
12,777
(46%)
MAX
676
95%
34
Q3
5
AVG
7
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
676
IQR
5.35
STD
20.9
VAR
438
KURT.
166
SKEW
9.60
SUM
195k
27
loc_og_t2f_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,192
(12%)
ZEROES:
12,372
(45%)
MAX
1,058
95%
35
Q3
6
AVG
7
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
1,058
IQR
5.58
STD
21.1
VAR
445
KURT.
297
SKEW
11.0
SUM
200k
28
loc_og_t2f_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,054
(11%)
ZEROES:
12,962
(47%)
MAX
928
95%
32
Q3
5
AVG
7
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
928
IQR
5.08
STD
20.2
VAR
410
KURT.
277
SKEW
11.3
SUM
186k
29
loc_og_t2c_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,604
(6%)
ZEROES:
20,952
(76%)
MAX
343
95%
9
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
343
IQR
0.00
STD
6.89
VAR
47.4
KURT.
615
SKEW
17.9
SUM
43,518
30
loc_og_t2c_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,695
(6%)
ZEROES:
20,429
(74%)
MAX
570
95%
10
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
570
IQR
0.110
STD
9.04
VAR
81.6
KURT.
1,095
SKEW
25.0
SUM
51,513
31
loc_og_t2c_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,694
(6%)
ZEROES:
20,362
(73%)
MAX
352
95%
10
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
352
IQR
0.130
STD
7.54
VAR
56.9
KURT.
486
SKEW
16.3
SUM
49,176
32
loc_og_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
18,846
(68%)
ZEROES:
799
(3%)
MAX
6,153
95%
926
Q3
378
AVG
285
MEDIAN
172
Q1
56
5%
4
MIN
0
RANGE
6,153
IQR
322
STD
367
VAR
135k
KURT.
26.9
SKEW
3.82
SUM
7.9M
33
loc_og_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
19,094
(69%)
ZEROES:
653
(2%)
MAX
7,675
95%
919
Q3
384
AVG
290
MEDIAN
180
Q1
63
5%
6
MIN
0
RANGE
7,675
IQR
321
STD
372
VAR
138k
KURT.
39.7
SKEW
4.40
SUM
8.0M
34
loc_og_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
18,419
(66%)
ZEROES:
1,356
(5%)
MAX
10,197
95%
892
Q3
362
AVG
272
MEDIAN
163
Q1
49
5%
0
MIN
0
RANGE
10,197
IQR
313
STD
359
VAR
129k
KURT.
50.3
SKEW
4.48
SUM
7.5M
35
std_og_t2t_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
11,999
(43%)
ZEROES:
9,735
(35%)
MAX
4,611
95%
954
Q3
176
AVG
182
MEDIAN
13
Q1
0
5%
0
MIN
0
RANGE
4,611
IQR
176
STD
379
VAR
144k
KURT.
18.6
SKEW
3.63
SUM
5.1M
36
std_og_t2t_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
12,256
(44%)
ZEROES:
9,677
(35%)
MAX
5,822
95%
1,020
Q3
193
AVG
197
MEDIAN
14
Q1
0
5%
0
MIN
0
RANGE
5,822
IQR
193
STD
402
VAR
162k
KURT.
18.1
SKEW
3.53
SUM
5.4M
37
std_og_t2t_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
11,399
(41%)
ZEROES:
10,599
(38%)
MAX
6,500
95%
950
Q3
147
AVG
176
MEDIAN
8
Q1
0
5%
0
MIN
0
RANGE
6,500
IQR
147
STD
396
VAR
157k
KURT.
24.7
SKEW
4.10
SUM
4.9M
38
std_og_t2m_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
13,653
(49%)
ZEROES:
5,358
(19%)
MAX
5,317
95%
909
Q3
207
AVG
193
MEDIAN
38
Q1
2
5%
0
MIN
0
RANGE
5,317
IQR
205
STD
378
VAR
143k
KURT.
20.8
SKEW
3.83
SUM
5.4M
39
std_og_t2m_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
13,802
(50%)
ZEROES:
5,498
(20%)
MAX
6,293
95%
982
Q3
223
AVG
208
MEDIAN
39
Q1
2
5%
0
MIN
0
RANGE
6,293
IQR
222
STD
409
VAR
167k
KURT.
23.1
SKEW
3.94
SUM
5.8M
40
std_og_t2m_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
12,929
(47%)
ZEROES:
6,351
(23%)
MAX
13,950
95%
899
Q3
176
AVG
184
MEDIAN
28
Q1
1
5%
0
MIN
0
RANGE
13,950
IQR
176
STD
404
VAR
163k
KURT.
83.1
SKEW
5.97
SUM
5.1M
41
std_og_t2f_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,715
(6%)
ZEROES:
23,038
(83%)
MAX
629
95%
8
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
629
IQR
0.00
STD
12.4
VAR
153
KURT.
462
SKEW
16.8
SUM
56,094
42
std_og_t2f_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,652
(6%)
ZEROES:
23,113
(83%)
MAX
545
95%
8
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
545
IQR
0.00
STD
13.5
VAR
183
KURT.
425
SKEW
17.2
SUM
57,436
43
std_og_t2f_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,591
(6%)
ZEROES:
23,279
(84%)
MAX
517
95%
8
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
517
IQR
0.00
STD
12.1
VAR
146
KURT.
403
SKEW
16.5
SUM
51,952
44
std_og_t2c_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
45
std_og_t2c_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
46
std_og_t2c_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
47
std_og_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
17,185
(62%)
ZEROES:
3,826
(14%)
MAX
5,571
95%
1,506
Q3
558
AVG
378
MEDIAN
126
Q1
6
5%
0
MIN
0
RANGE
5,571
IQR
552
STD
557
VAR
310k
KURT.
8.17
SKEW
2.44
SUM
10.5M
48
std_og_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
17,408
(63%)
ZEROES:
3,932
(14%)
MAX
6,970
95%
1,586
Q3
614
AVG
407
MEDIAN
136
Q1
6
5%
0
MIN
0
RANGE
6,970
IQR
607
STD
596
VAR
355k
KURT.
9.05
SKEW
2.48
SUM
11.3M
49
std_og_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
16,312
(59%)
ZEROES:
4,704
(17%)
MAX
13,980
95%
1,519
Q3
506
AVG
362
MEDIAN
87
Q1
3
5%
0
MIN
0
RANGE
13,980
IQR
503
STD
595
VAR
354k
KURT.
23.1
SKEW
3.35
SUM
10.0M
50
isd_og_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
936
(3%)
ZEROES:
25,408
(92%)
MAX
724
95%
1
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
724
IQR
0.00
STD
11.8
VAR
140
KURT.
836
SKEW
23.0
SUM
31,285
51
isd_og_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
963
(3%)
ZEROES:
25,524
(92%)
MAX
644
95%
1
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
644
IQR
0.00
STD
11.6
VAR
135
KURT.
620
SKEW
20.1
SUM
32,666
52
isd_og_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
824
(3%)
ZEROES:
25,810
(93%)
MAX
664
95%
0
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
664
IQR
0.00
STD
14.1
VAR
200
KURT.
696
SKEW
22.9
SUM
32,670
53
spl_og_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
2,925
(11%)
ZEROES:
12,980
(47%)
MAX
812
95%
26
Q3
5
AVG
6
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
812
IQR
5.11
STD
17.1
VAR
292
KURT.
326
SKEW
12.6
SUM
160k
54
spl_og_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,276
(12%)
ZEROES:
11,727
(42%)
MAX
1,125
95%
32
Q3
7
AVG
7
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
1,125
IQR
7.16
STD
21.7
VAR
472
KURT.
448
SKEW
14.8
SUM
204k
55
spl_og_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,185
(11%)
ZEROES:
11,927
(43%)
MAX
1,391
95%
31
Q3
7
AVG
7
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
1,391
IQR
6.73
STD
23.4
VAR
547
KURT.
699
SKEW
18.8
SUM
198k
56
og_others_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
827
(3%)
ZEROES:
21,332
(77%)
MAX
101
95%
4
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
101
IQR
0.00
STD
2.26
VAR
5.10
KURT.
305
SKEW
11.9
SUM
18,776
57
og_others_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
118
(<1%)
ZEROES:
27,550
(>99%)
MAX
222
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
222
IQR
0.00
STD
1.78
VAR
3.17
KURT.
10,206
SKEW
93.6
SUM
1,020
58
og_others_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
131
(<1%)
ZEROES:
27,530
(>99%)
MAX
395
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
395
IQR
0.00
STD
2.74
VAR
7.50
KURT.
15,950
SKEW
117
SUM
1,413
59
total_og_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
23,108
(83%)
ZEROES:
654
(2%)
MAX
6,227
95%
1,836
Q3
879
AVG
670
MEDIAN
508
Q1
272
5%
44
MIN
0
RANGE
6,227
IQR
607
STD
604
VAR
365k
KURT.
7.31
SKEW
2.16
SUM
18.6M
60
total_og_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
23,501
(85%)
ZEROES:
530
(2%)
MAX
8,224
95%
1,922
Q3
928
AVG
706
MEDIAN
532
Q1
288
5%
55
MIN
0
RANGE
8,224
IQR
641
STD
638
VAR
407k
KURT.
9.29
SKEW
2.32
SUM
19.5M
61
total_og_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
22,781
(82%)
ZEROES:
1,091
(4%)
MAX
14,043
95%
1,876
Q3
852
AVG
642
MEDIAN
461
Q1
220
5%
5
MIN
0
RANGE
14,043
IQR
632
STD
653
VAR
426k
KURT.
18.6
SKEW
2.86
SUM
17.8M
62
loc_ic_t2t_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
9,581
(35%)
ZEROES:
1,604
(6%)
MAX
6,351
95%
246
Q3
75
AVG
70
MEDIAN
30
Q1
9
5%
0
MIN
0
RANGE
6,351
IQR
66.0
STD
159
VAR
25,405
KURT.
226
SKEW
11.3
SUM
1.9M
63
loc_ic_t2t_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
9,708
(35%)
ZEROES:
1,247
(5%)
MAX
5,710
95%
241
Q3
77
AVG
72
MEDIAN
32
Q1
11
5%
0
MIN
0
RANGE
5,710
IQR
65.9
STD
168
VAR
28,390
KURT.
207
SKEW
11.3
SUM
2.0M
64
loc_ic_t2t_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
9,498
(34%)
ZEROES:
1,922
(7%)
MAX
4,003
95%
237
Q3
74
AVG
69
MEDIAN
29
Q1
9
5%
0
MIN
0
RANGE
4,003
IQR
65.2
STD
160
VAR
25,511
KURT.
158
SKEW
10.2
SUM
1.9M
65
loc_ic_t2m_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
15,455
(56%)
ZEROES:
796
(3%)
MAX
4,694
95%
519
Q3
206
AVG
161
MEDIAN
97
Q1
36
5%
3
MIN
0
RANGE
4,694
IQR
170
STD
218
VAR
47,456
KURT.
47.1
SKEW
4.89
SUM
4.5M
66
loc_ic_t2m_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
15,556
(56%)
ZEROES:
600
(2%)
MAX
4,389
95%
520
Q3
209
AVG
164
MEDIAN
101
Q1
42
5%
5
MIN
0
RANGE
4,389
IQR
167
STD
218
VAR
47,526
KURT.
49.8
SKEW
5.06
SUM
4.6M
67
loc_ic_t2m_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
15,310
(55%)
ZEROES:
1,125
(4%)
MAX
5,738
95%
526
Q3
205
AVG
161
MEDIAN
97
Q1
37
5%
1
MIN
0
RANGE
5,738
IQR
168
STD
219
VAR
48,159
KURT.
62.6
SKEW
5.36
SUM
4.5M
68
loc_ic_t2f_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
4,693
(17%)
ZEROES:
8,893
(32%)
MAX
1,678
95%
74
Q3
13
AVG
16
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
1,678
IQR
13.2
STD
46.6
VAR
2,168
KURT.
205
SKEW
10.5
SUM
445k
69
loc_ic_t2f_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
4,810
(17%)
ZEROES:
8,148
(29%)
MAX
1,983
95%
78
Q3
14
AVG
17
MEDIAN
3
Q1
0
5%
0
MIN
0
RANGE
1,983
IQR
13.9
STD
50.1
VAR
2,509
KURT.
229
SKEW
11.1
SUM
473k
70
loc_ic_t2f_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
4,647
(17%)
ZEROES:
8,440
(30%)
MAX
1,589
95%
70
Q3
13
AVG
15
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
1,589
IQR
12.6
STD
44.7
VAR
1,997
KURT.
211
SKEW
10.6
SUM
429k
71
loc_ic_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
18,352
(66%)
ZEROES:
671
(2%)
MAX
6,496
95%
771
Q3
320
AVG
248
MEDIAN
156
Q1
62
5%
7
MIN
0
RANGE
6,496
IQR
258
STD
308
VAR
95,161
KURT.
31.4
SKEW
4.05
SUM
6.9M
72
loc_ic_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
18,304
(66%)
ZEROES:
504
(2%)
MAX
6,467
95%
787
Q3
324
AVG
254
MEDIAN
162
Q1
70
5%
11
MIN
0
RANGE
6,467
IQR
255
STD
314
VAR
98,661
KURT.
35.0
SKEW
4.30
SUM
7.0M
73
loc_ic_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
18,139
(65%)
ZEROES:
1,010
(4%)
MAX
5,749
95%
780
Q3
316
AVG
246
MEDIAN
154
Q1
61
5%
3
MIN
0
RANGE
5,749
IQR
255
STD
310
VAR
96,060
KURT.
31.0
SKEW
4.07
SUM
6.8M
74
std_ic_t2t_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
4,393
(16%)
ZEROES:
11,061
(40%)
MAX
5,460
95%
64
Q3
10
AVG
16
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
5,460
IQR
10.2
STD
78.6
VAR
6,185
KURT.
1,215
SKEW
26.5
SUM
442k
75
std_ic_t2t_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
4,513
(16%)
ZEROES:
10,686
(39%)
MAX
5,801
95%
66
Q3
11
AVG
17
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
5,801
IQR
11.1
STD
86.1
VAR
7,408
KURT.
1,490
SKEW
30.4
SUM
469k
76
std_ic_t2t_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
4,379
(16%)
ZEROES:
11,337
(41%)
MAX
4,309
95%
63
Q3
9
AVG
16
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
4,309
IQR
9.46
STD
74.1
VAR
5,490
KURT.
875
SKEW
23.0
SUM
432k
77
std_ic_t2m_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
6,388
(23%)
ZEROES:
5,671
(20%)
MAX
4,630
95%
126
Q3
28
AVG
32
MEDIAN
7
Q1
1
5%
0
MIN
0
RANGE
4,630
IQR
27.0
STD
99.5
VAR
9,894
KURT.
367
SKEW
14.2
SUM
878k
78
std_ic_t2m_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
6,522
(24%)
ZEROES:
5,497
(20%)
MAX
3,101
95%
131
Q3
30
AVG
34
MEDIAN
8
Q1
1
5%
0
MIN
0
RANGE
3,101
IQR
29.1
STD
105
VAR
11,090
KURT.
201
SKEW
11.6
SUM
936k
79
std_ic_t2m_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
6,286
(23%)
ZEROES:
6,187
(22%)
MAX
5,646
95%
125
Q3
27
AVG
32
MEDIAN
7
Q1
0
5%
0
MIN
0
RANGE
5,646
IQR
26.5
STD
105
VAR
10,973
KURT.
467
SKEW
15.6
SUM
874k
80
std_ic_t2f_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,967
(7%)
ZEROES:
20,338
(73%)
MAX
1,351
95%
12
Q3
0
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,351
IQR
0.230
STD
20.3
VAR
411
KURT.
1,399
SKEW
29.9
SUM
80,820
81
std_ic_t2f_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
2,012
(7%)
ZEROES:
20,090
(73%)
MAX
1,136
95%
13
Q3
0
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,136
IQR
0.310
STD
20.9
VAR
438
KURT.
1,149
SKEW
27.8
SUM
84,752
82
std_ic_t2f_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,906
(7%)
ZEROES:
20,235
(73%)
MAX
1,395
95%
11
Q3
0
AVG
3
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,395
IQR
0.280
STD
20.5
VAR
419
KURT.
1,718
SKEW
34.0
SUM
77,333
83
std_ic_t2o_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
84
std_ic_t2o_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
85
std_ic_t2o_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
86
std_ic_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
8,032
(29%)
ZEROES:
3,279
(12%)
MAX
5,460
95%
195
Q3
47
AVG
51
MEDIAN
15
Q1
3
5%
0
MIN
0
RANGE
5,460
IQR
44.5
STD
139
VAR
19,355
KURT.
269
SKEW
12.3
SUM
1.4M
87
std_ic_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
8,230
(30%)
ZEROES:
3,122
(11%)
MAX
6,746
95%
204
Q3
51
AVG
54
MEDIAN
17
Q1
3
5%
0
MIN
0
RANGE
6,746
IQR
47.6
STD
150
VAR
22,516
KURT.
337
SKEW
13.2
SUM
1.5M
88
std_ic_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
7,850
(28%)
ZEROES:
3,742
(14%)
MAX
5,957
95%
196
Q3
46
AVG
50
MEDIAN
14
Q1
2
5%
0
MIN
0
RANGE
5,957
IQR
43.3
STD
142
VAR
20,094
KURT.
262
SKEW
12.1
SUM
1.4M
89
total_ic_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
19,605
(71%)
ZEROES:
598
(2%)
MAX
6,799
95%
928
Q3
396
AVG
310
MEDIAN
210
Q1
94
5%
15
MIN
0
RANGE
6,799
IQR
302
STD
355
VAR
126k
KURT.
26.2
SKEW
3.72
SUM
8.6M
90
total_ic_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
19,765
(71%)
ZEROES:
460
(2%)
MAX
7,279
95%
944
Q3
403
AVG
321
MEDIAN
218
Q1
106
5%
23
MIN
0
RANGE
7,279
IQR
297
STD
366
VAR
134k
KURT.
30.4
SKEW
3.98
SUM
8.9M
91
total_ic_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
19,522
(70%)
ZEROES:
956
(3%)
MAX
5,991
95%
944
Q3
393
AVG
309
MEDIAN
206
Q1
93
5%
8
MIN
0
RANGE
5,991
IQR
300
STD
361
VAR
131k
KURT.
25.4
SKEW
3.75
SUM
8.6M
92
spl_ic_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
75
(<1%)
ZEROES:
21,340
(77%)
MAX
19.8
95%
0.4
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
19.8
IQR
0.00
STD
0.197
VAR
0.039
KURT.
3,676
SKEW
38.9
SUM
1,868
93
spl_ic_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
93
(<1%)
ZEROES:
26,165
(94%)
MAX
21.3
95%
0.1
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
21.3
IQR
0.00
STD
0.188
VAR
0.035
KURT.
7,023
SKEW
70.7
SUM
514
94
spl_ic_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
84
(<1%)
ZEROES:
25,342
(91%)
MAX
1.26
95%
0.25
Q3
0.00
AVG
0.03
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.26
IQR
0.00
STD
0.114
VAR
0.013
KURT.
24.4
SKEW
4.70
SUM
807
95
isd_ic_mou_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,170
(11%)
ZEROES:
21,481
(78%)
MAX
3,966
95%
43
Q3
0
AVG
11
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,966
IQR
0.00
STD
65.1
VAR
4,232
KURT.
669
SKEW
18.8
SUM
292k
96
isd_ic_mou_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,399
(12%)
ZEROES:
21,110
(76%)
MAX
3,657
95%
49
Q3
0
AVG
12
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,657
IQR
0.00
STD
71.0
VAR
5,036
KURT.
527
SKEW
17.9
SUM
327k
97
isd_ic_mou_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,341
(12%)
ZEROES:
21,512
(78%)
MAX
4,100
95%
47
Q3
0
AVG
12
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
4,100
IQR
0.00
STD
74.7
VAR
5,586
KURT.
711
SKEW
20.4
SUM
325k
98
ic_others_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,172
(4%)
ZEROES:
20,281
(73%)
MAX
1,344
95%
4
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,344
IQR
0.060
STD
14.3
VAR
205
KURT.
4,702
SKEW
58.8
SUM
32,994
99
ic_others_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,323
(5%)
ZEROES:
20,657
(75%)
MAX
1,496
95%
5
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,496
IQR
0.050
STD
15.7
VAR
247
KURT.
3,547
SKEW
48.0
SUM
41,729
100
ic_others_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,223
(4%)
ZEROES:
20,268
(73%)
MAX
1,210
95%
4
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
1,210
IQR
0.080
STD
13.3
VAR
176
KURT.
3,182
SKEW
46.2
SUM
35,414
101
total_rech_num_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
94
(<1%)
ZEROES:
27
(<1%)
MAX
307
95%
29
Q3
15
AVG
12
MEDIAN
9
Q1
6
5%
3
MIN
0
RANGE
307
IQR
9.00
STD
9.17
VAR
84.1
KURT.
54.3
SKEW
3.92
SUM
331k
102
total_rech_num_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
97
(<1%)
ZEROES:
56
(<1%)
MAX
138
95%
30
Q3
15
AVG
12
MEDIAN
9
Q1
6
5%
3
MIN
0
RANGE
138
IQR
9.00
STD
9.39
VAR
88.2
KURT.
12.4
SKEW
2.64
SUM
330k
103
total_rech_num_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
93
(<1%)
ZEROES:
282
(1%)
MAX
138
95%
29
Q3
13
AVG
11
MEDIAN
8
Q1
5
5%
2
MIN
0
RANGE
138
IQR
8.00
STD
9.38
VAR
88.0
KURT.
12.6
SKEW
2.66
SUM
292k
104
total_rech_amt_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
1,969
(7%)
ZEROES:
255
(<1%)
MAX
4,255
95%
1,376
Q3
816
AVG
666
MEDIAN
576
Q1
430
5%
250
MIN
0
RANGE
4,255
IQR
386
STD
370
VAR
137k
KURT.
5.22
SKEW
1.70
SUM
18.4M
105
total_rech_amt_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
2,024
(7%)
ZEROES:
297
(1%)
MAX
4,302
95%
1,435
Q3
824
AVG
675
MEDIAN
582
Q1
430
5%
250
MIN
0
RANGE
4,302
IQR
394
STD
382
VAR
146k
KURT.
4.92
SKEW
1.71
SUM
18.7M
106
total_rech_amt_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
2,143
(8%)
ZEROES:
1,149
(4%)
MAX
7,443
95%
1,438
Q3
796
AVG
616
MEDIAN
534
Q1
340
5%
33
MIN
0
RANGE
7,443
IQR
456
STD
439
VAR
192k
KURT.
10.9
SKEW
2.05
SUM
17.1M
107
max_rech_amt_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
158
(<1%)
ZEROES:
255
(<1%)
MAX
4,010
95%
455
Q3
200
AVG
166
MEDIAN
120
Q1
110
5%
36
MIN
0
RANGE
4,010
IQR
90.0
STD
155
VAR
24,036
KURT.
55.1
SKEW
5.13
SUM
4.6M
108
max_rech_amt_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
140
(<1%)
ZEROES:
297
(1%)
MAX
3,100
95%
455
Q3
200
AVG
171
MEDIAN
128
Q1
110
5%
36
MIN
0
RANGE
3,100
IQR
90.0
STD
155
VAR
23,992
KURT.
32.1
SKEW
4.28
SUM
4.7M
109
max_rech_amt_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
176
(<1%)
ZEROES:
1,149
(4%)
MAX
4,449
95%
400
Q3
198
AVG
163
MEDIAN
130
Q1
98
5%
20
MIN
0
RANGE
4,449
IQR
100
STD
150
VAR
22,512
KURT.
72.5
SKEW
5.17
SUM
4.5M
110
last_day_rch_amt_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
150
(<1%)
ZEROES:
3,483
(13%)
MAX
4,010
95%
252
Q3
120
MEDIAN
110
AVG
101
Q1
30
5%
0
MIN
0
RANGE
4,010
IQR
90.0
STD
126
VAR
15,947
KURT.
86.1
SKEW
6.07
SUM
2.8M
111
last_day_rch_amt_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
142
(<1%)
ZEROES:
4,127
(15%)
MAX
2,199
95%
252
Q3
130
AVG
104
MEDIAN
100
Q1
30
5%
0
MIN
0
RANGE
2,199
IQR
100
STD
127
VAR
16,217
KURT.
39.2
SKEW
4.54
SUM
2.9M
112
last_day_rch_amt_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
169
(<1%)
ZEROES:
6,014
(22%)
MAX
4,449
95%
252
Q3
130
AVG
97
MEDIAN
50
Q1
17
5%
0
MIN
0
RANGE
4,449
IQR
113
STD
128
VAR
16,458
KURT.
118
SKEW
6.17
SUM
2.7M
113
vol_2g_mb_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
7,338
(26%)
ZEROES:
18,499
(67%)
MAX
10,286
95%
494
Q3
15
AVG
80
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
10,286
IQR
14.7
STD
278
VAR
77,206
KURT.
133
SKEW
8.19
SUM
2.2M
114
vol_2g_mb_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
7,395
(27%)
ZEROES:
18,295
(66%)
MAX
7,874
95%
478
Q3
16
AVG
80
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
7,874
IQR
16.1
STD
283
VAR
80,290
KURT.
99.5
SKEW
7.82
SUM
2.2M
115
vol_2g_mb_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
7,071
(26%)
ZEROES:
18,484
(67%)
MAX
11,118
95%
433
Q3
12
AVG
72
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
11,118
IQR
12.1
STD
274
VAR
75,071
KURT.
211
SKEW
10.2
SUM
2.0M
116
vol_3g_mb_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
6,422
(23%)
ZEROES:
21,147
(76%)
MAX
19,877
95%
1,415
Q3
0
AVG
234
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
19,877
IQR
0.00
STD
710
VAR
505k
KURT.
105
SKEW
7.34
SUM
6.5M
117
vol_3g_mb_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
6,869
(25%)
ZEROES:
20,682
(75%)
MAX
22,613
95%
1,529
Q3
2
AVG
258
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
22,613
IQR
1.83
STD
740
VAR
548k
KURT.
84.9
SKEW
6.52
SUM
7.1M
118
vol_3g_mb_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
6,773
(24%)
ZEROES:
20,732
(75%)
MAX
29,652
95%
1,510
Q3
0
AVG
260
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
29,652
IQR
0.130
STD
770
VAR
593k
KURT.
135
SKEW
7.67
SUM
7.2M
119
monthly_2g_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
120
monthly_2g_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
121
monthly_2g_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
122
sachet_2g_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
29
(<1%)
ZEROES:
22,814
(82%)
MAX
39.0
95%
3.0
Q3
0.0
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
39.0
IQR
0.00
STD
1.71
VAR
2.91
KURT.
61.3
SKEW
6.41
SUM
14,051
123
sachet_2g_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
33
(<1%)
ZEROES:
22,536
(81%)
MAX
48.0
95%
4.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
48.0
IQR
0.00
STD
1.90
VAR
3.61
KURT.
56.8
SKEW
5.90
SUM
16,653
124
sachet_2g_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
34
(<1%)
ZEROES:
21,826
(79%)
MAX
44.0
95%
4.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
44.0
IQR
0.00
STD
1.89
VAR
3.57
KURT.
55.3
SKEW
5.76
SUM
17,761
125
monthly_3g_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
ZEROES:
24,593
(89%)
MAX
14.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
14.0
IQR
0.00
STD
0.528
VAR
0.279
KURT.
48.8
SKEW
5.26
SUM
4,387
126
monthly_3g_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
ZEROES:
24,475
(88%)
MAX
11.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
0.567
VAR
0.321
KURT.
40.2
SKEW
5.11
SUM
4,750
127
monthly_3g_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
11
(<1%)
ZEROES:
24,521
(89%)
MAX
10.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
10.0
IQR
0.00
STD
0.553
VAR
0.306
KURT.
36.4
SKEW
4.94
SUM
4,635
128
sachet_3g_6
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
25
(<1%)
ZEROES:
25,874
(93%)
MAX
29.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
29.0
IQR
0.00
STD
0.859
VAR
0.738
KURT.
325
SKEW
15.0
SUM
3,761
129
sachet_3g_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
25
(<1%)
ZEROES:
25,882
(93%)
MAX
31.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
0.00
STD
0.919
VAR
0.844
KURT.
241
SKEW
13.1
SUM
4,079
130
sachet_3g_8
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
29
(<1%)
ZEROES:
26,032
(94%)
MAX
41.0
95%
1.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
41.0
IQR
0.00
STD
0.996
VAR
0.991
KURT.
380
SKEW
15.8
SUM
4,064
131
aon
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,305
(12%)
ZEROES:
---
MAX
4,321
95%
3,199
Q3
1,997
AVG
1,296
MEDIAN
955
Q1
488
5%
239
MIN
180
RANGE
4,141
IQR
1,509
STD
982
VAR
965k
KURT.
-0.477
SKEW
0.849
SUM
35.9M
132
aug_vbc_3g
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
6,883
(25%)
ZEROES:
20,487
(74%)
MAX
12,916
95%
822
Q3
6
AVG
129
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
12,916
IQR
5.96
STD
381
VAR
145k
KURT.
90.2
SKEW
6.47
SUM
3.6M
133
jul_vbc_3g
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
6,755
(24%)
ZEROES:
20,646
(75%)
MAX
9,166
95%
828
Q3
2
AVG
131
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
9,166
IQR
1.56
STD
387
VAR
150k
KURT.
50.5
SKEW
5.51
SUM
3.6M
134
jun_vbc_3g
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
6,296
(23%)
ZEROES:
21,094
(76%)
MAX
7,581
95%
734
Q3
0
AVG
116
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
7,581
IQR
0.00
STD
361
VAR
131k
KURT.
57.5
SKEW
5.98
SUM
3.2M
135
avg_rech_amt_6_7
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
2,694
(10%)
ZEROES:
---
MAX
2,192
95%
1,315
Q3
786
AVG
670
MEDIAN
566
Q1
450
5%
382
MIN
368
RANGE
1,824
IQR
336
STD
311
VAR
96,899
KURT.
3.67
SKEW
1.81
SUM
18.6M
136
churn
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
137
total_mou_good
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
25,657
(93%)
ZEROES:
535
(2%)
MAX
8,157
95%
2,374
Q3
1,277
AVG
980
MEDIAN
822
Q1
492
5%
101
MIN
0
RANGE
8,157
IQR
785
STD
735
VAR
540k
KURT.
5.49
SKEW
1.76
SUM
27.2M
138
avg_mou_action
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
26,959
(97%)
ZEROES:
215
(<1%)
MAX
9,711
95%
2,368
Q3
1,284
AVG
989
MEDIAN
827
Q1
509
5%
159
MIN
0
RANGE
9,711
IQR
775
STD
723
VAR
523k
KURT.
7.10
SKEW
1.94
SUM
27.4M
139
diff_mou
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
27,243
(98%)
ZEROES:
81
(<1%)
MAX
8,329
95%
1,013
Q3
222
AVG
9
MEDIAN
-2
Q1
-233
5%
-932
MIN
-5,111
RANGE
13,441
IQR
455
STD
635
VAR
403k
KURT.
8.61
SKEW
0.543
SUM
241k
140
decrease_mou_action
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
141
avg_arpu_action
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
27,509
(>99%)
ZEROES:
3
(<1%)
MAX
3,884
95%
1,153
Q3
674
AVG
554
MEDIAN
479
Q1
355
5%
218
MIN
-183
RANGE
4,067
IQR
319
STD
304
VAR
92,120
KURT.
5.83
SKEW
1.82
SUM
15.3M
142
avg_rech_num_action
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
158
(<1%)
ZEROES:
20
(<1%)
MAX
130
95%
28
Q3
14
AVG
11
MEDIAN
8
Q1
6
5%
3
MIN
0
RANGE
130
IQR
8.50
STD
8.84
VAR
78.2
KURT.
12.4
SKEW
2.63
SUM
311k
143
avg_rech_amt_action
VALUES:
27,705
(100%)
MISSING:
---
DISTINCT:
3,405
(12%)
ZEROES:
109
(<1%)
MAX
4,474
95%
1,357
Q3
790
AVG
646
MEDIAN
558
Q1
410
5%
239
MIN
0
RANGE
4,474
IQR
380
STD
362
VAR
131k
KURT.
5.37
SKEW
1.75
SUM
17.9M
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
mobile_number
MISSING:
---
1
<1%
-
-
7001524846
1
<1%
-
-
7000661819
1
<1%
-
-
7001071554
1
<1%
-
-
7000888840
1
<1%
-
-
7000721071
1
<1%
-
-
7000356443
1
<1%
-
-
7001475047
1
<1%
-
-
7001285557
1
<1%
-
-
7000916149
1
<1%
-
-
7001344119
1
<1%
-
-
7001736233
1
<1%
-
-
7000966912
1
<1%
-
-
7001295155
1
<1%
-
-
7001921567
1
<1%
-
-
7001090775
1
<1%
-
-
7000628373
1
<1%
-
-
7002077466
1
<1%
-
-
7000082609
1
<1%
-
-
7000319640
1
<1%
-
-
7001161428
1
<1%
-
-
7001197708
1
<1%
-
-
7001688602
1
<1%
-
-
7000280683
1
<1%
-
-
7000542480
1
<1%
-
-
7002219097
1
<1%
-
-
7001535150
1
<1%
-
-
7002064227
1
<1%
-
-
7002184183
1
<1%
-
-
7002145350
1
<1%
-
-
7000606264
1
<1%
-
-
7002105021
1
<1%
-
-
7001136524
1
<1%
-
-
7000976921
1
<1%
-
-
7001077804
1
<1%
-
-
7001276527
1
<1%
-
-
7001415536
1
<1%
-
-
7001929064
1
<1%
-
-
7001618693
1
<1%
-
-
7001902888
1
<1%
-
-
7001134168
1
<1%
-
-
7001383792
1
<1%
-
-
7001967128
1
<1%
-
-
7000118525
1
<1%
-
-
7000211454
1
<1%
-
-
7000455995
1
<1%
-
-
7001363961
1
<1%
-
-
7000824712
1
<1%
-
-
7000573435
1
<1%
-
-
7001789478
1
<1%
-
-
7000401614
1
<1%
-
-
7001405980
1
<1%
-
-
7000768065
1
<1%
-
-
7001476510
1
<1%
-
-
7002073998
1
<1%
-
-
7000427072
1
<1%
-
-
7001993294
1
<1%
-
-
7000408756
1
<1%
-
-
7000524434
1
<1%
-
-
7001758970
1
<1%
-
-
7001962734
27,645
>99%
-
-
(Other)
loc_og_t2o_mou
MISSING:
---
TOP CATEGORIES
0.0
27,705
100%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
loc_og_t2o_mou
PROVIDES INFORMATION ON...
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
0.00
decrease_mou_action
0.00
churn
-0.00
monthly_2g_8
-0.00
monthly_2g_7
-0.00

THESE FEATURES
GIVE INFORMATION
ON loc_og_t2o_mou:
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
1.00
monthly_2g_7
1.00
monthly_2g_8
1.00
churn
1.00
decrease_mou_action
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
loc_og_t2o_mou
CORRELATION RATIO WITH...
arpu_6
0.00
arpu_7
0.00
arpu_8
0.00
onnet_mou_6
0.00
onnet_mou_7
0.00
onnet_mou_8
0.00
offnet_mou_6
0.00
offnet_mou_7
0.00
offnet_mou_8
0.00
roam_ic_mou_6
0.00
roam_ic_mou_7
0.00
roam_ic_mou_8
0.00
roam_og_mou_6
0.00
roam_og_mou_7
0.00
std_og_t2o_mou
MISSING:
---
TOP CATEGORIES
0.0
27,705
100%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
std_og_t2o_mou
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
0.00
decrease_mou_action
0.00
churn
-0.00
monthly_2g_8
-0.00
monthly_2g_7
-0.00

THESE FEATURES
GIVE INFORMATION
ON std_og_t2o_mou:
loc_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
1.00
monthly_2g_7
1.00
monthly_2g_8
1.00
churn
1.00
decrease_mou_action
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
std_og_t2o_mou
CORRELATION RATIO WITH...
arpu_6
0.00
arpu_7
0.00
arpu_8
0.00
onnet_mou_6
0.00
onnet_mou_7
0.00
onnet_mou_8
0.00
offnet_mou_6
0.00
offnet_mou_7
0.00
offnet_mou_8
0.00
roam_ic_mou_6
0.00
roam_ic_mou_7
0.00
roam_ic_mou_8
0.00
roam_og_mou_6
0.00
roam_og_mou_7
0.00
loc_ic_t2o_mou
MISSING:
---
TOP CATEGORIES
0.0
27,705
100%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
loc_ic_t2o_mou
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
0.00
decrease_mou_action
0.00
churn
-0.00
monthly_2g_8
-0.00
monthly_2g_7
-0.00

THESE FEATURES
GIVE INFORMATION
ON loc_ic_t2o_mou:
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
1.00
monthly_2g_7
1.00
monthly_2g_8
1.00
churn
1.00
decrease_mou_action
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
loc_ic_t2o_mou
CORRELATION RATIO WITH...
arpu_6
0.00
arpu_7
0.00
arpu_8
0.00
onnet_mou_6
0.00
onnet_mou_7
0.00
onnet_mou_8
0.00
offnet_mou_6
0.00
offnet_mou_7
0.00
offnet_mou_8
0.00
roam_ic_mou_6
0.00
roam_ic_mou_7
0.00
roam_ic_mou_8
0.00
roam_og_mou_6
0.00
roam_og_mou_7
0.00
arpu_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_rech_amt_6
0.90
avg_rech_amt_6_7
0.82
total_og_mou_6
0.61
total_mou_good
0.61
offnet_mou_6
0.53
avg_arpu_action
0.50
avg_rech_amt_action
0.49
arpu_7
0.49
total_rech_amt_7
0.46
std_og_mou_6
0.42
arpu_8
0.42
total_rech_amt_8
0.41
total_rech_num_6
0.37
onnet_mou_6
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.23
monthly_2g_6
0.05
churn
0.03
monthly_2g_7
0.01
monthly_2g_8
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
47
0.2%
260.885
3
<0.1%
311.292
3
<0.1%
339.577
3
<0.1%
469.707
3
<0.1%
414.97
3
<0.1%
412.127
3
<0.1%
349.449
2
<0.1%
530.994
2
<0.1%
580.275
2
<0.1%
393.668
2
<0.1%
353.773
2
<0.1%
612.983
2
<0.1%
490.373
2
<0.1%
649.183
2
<0.1%
SMALLEST VALUES
-2258.709
1
<0.1%
-810.661
1
<0.1%
-383.565
1
<0.1%
-185.043
1
<0.1%
-160.795
1
<0.1%
-124.766
1
<0.1%
-98.552
1
<0.1%
-88.306
1
<0.1%
-33.158
1
<0.1%
-26.673
1
<0.1%
-24.988
1
<0.1%
-24.495
1
<0.1%
-24.42
1
<0.1%
-17.016
1
<0.1%
-12.869
1
<0.1%
LARGEST VALUES
2755.181
1
<0.1%
2575.87
1
<0.1%
2498.892
1
<0.1%
2486.212
1
<0.1%
2480.172
1
<0.1%
2475.939
1
<0.1%
2471.899
1
<0.1%
2469.72
1
<0.1%
2445.875
1
<0.1%
2390.263
1
<0.1%
2389.825
1
<0.1%
2384.99
1
<0.1%
2327.147
1
<0.1%
2326.757
1
<0.1%
2312.03
1
<0.1%
arpu_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_rech_amt_7
0.90
avg_arpu_action
0.89
avg_rech_amt_action
0.85
avg_rech_amt_6_7
0.84
arpu_8
0.63
total_rech_amt_8
0.62
total_og_mou_7
0.60
avg_mou_action
0.56
offnet_mou_7
0.52
arpu_6
0.49
total_rech_amt_6
0.49
total_og_mou_8
0.45
std_og_mou_7
0.44
offnet_mou_8
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.18
monthly_2g_7
0.05
monthly_2g_8
0.02
monthly_2g_6
0.02
churn
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
13
<0.1%
440.581
3
<0.1%
213.795
3
<0.1%
247.95
3
<0.1%
465.856
3
<0.1%
583.174
3
<0.1%
386.412
3
<0.1%
471.572
2
<0.1%
238.385
2
<0.1%
306.537
2
<0.1%
407.068
2
<0.1%
331.728
2
<0.1%
421.484
2
<0.1%
442.82
2
<0.1%
444.357
2
<0.1%
SMALLEST VALUES
-1289.715
1
<0.1%
-1084.211
1
<0.1%
-1077.191
1
<0.1%
-897.035
1
<0.1%
-731.935
1
<0.1%
-622.509
1
<0.1%
-369.945
1
<0.1%
-282.788
1
<0.1%
-275.799
1
<0.1%
-179.027
1
<0.1%
-168.465
1
<0.1%
-137.316
1
<0.1%
-92.766
1
<0.1%
-78.78
1
<0.1%
-76.429
1
<0.1%
LARGEST VALUES
3255.742
1
<0.1%
3240.346
1
<0.1%
3063.28
1
<0.1%
2883.735
1
<0.1%
2774.517
1
<0.1%
2692.983
1
<0.1%
2663.491
1
<0.1%
2642.443
1
<0.1%
2631.167
1
<0.1%
2564.022
1
<0.1%
2485.546
1
<0.1%
2484.617
1
<0.1%
2449.34
1
<0.1%
2417.424
1
<0.1%
2394.086
1
<0.1%
arpu_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_rech_amt_8
0.93
avg_arpu_action
0.92
avg_rech_amt_action
0.90
total_og_mou_8
0.64
arpu_7
0.63
total_rech_amt_7
0.63
avg_rech_amt_6_7
0.62
offnet_mou_8
0.57
avg_mou_action
0.57
std_og_mou_8
0.47
arpu_6
0.42
total_og_mou_7
0.40
total_rech_amt_6
0.40
total_rech_num_8
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.24
churn
0.12
monthly_2g_8
0.07
monthly_2g_7
0.02
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
151
0.5%
0.1
9
<0.1%
0.01
7
<0.1%
3.0
6
<0.1%
0.75
5
<0.1%
0.6
5
<0.1%
213.785
4
<0.1%
0.5
4
<0.1%
46.0
4
<0.1%
4.0
4
<0.1%
22.0
4
<0.1%
0.61
4
<0.1%
0.08
4
<0.1%
0.04
4
<0.1%
1.0
3
<0.1%
SMALLEST VALUES
-345.129
1
<0.1%
-44.92
1
<0.1%
-43.17
1
<0.1%
-39.0
1
<0.1%
-19.166
1
<0.1%
-10.0
1
<0.1%
-8.1
1
<0.1%
-5.0
1
<0.1%
-1.04
1
<0.1%
-0.75
1
<0.1%
-0.5
1
<0.1%
-0.15
1
<0.1%
-0.05
1
<0.1%
-0.03
1
<0.1%
-0.01
2
<0.1%
LARGEST VALUES
6255.086
1
<0.1%
5748.252
1
<0.1%
5086.5
1
<0.1%
4639.975
1
<0.1%
4578.508
1
<0.1%
4530.18
1
<0.1%
4019.65
1
<0.1%
3976.261
1
<0.1%
3833.259
1
<0.1%
3804.44
1
<0.1%
3628.94
1
<0.1%
3561.801
1
<0.1%
3373.234
1
<0.1%
3321.178
1
<0.1%
3224.655
1
<0.1%
onnet_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_t2t_mou_6
0.83
onnet_mou_7
0.73
total_og_mou_6
0.70
onnet_mou_8
0.60
std_og_t2t_mou_7
0.59
std_og_mou_6
0.58
total_mou_good
0.57
std_og_t2t_mou_8
0.49
total_og_mou_7
0.47
loc_og_t2t_mou_6
0.46
std_og_mou_7
0.39
total_og_mou_8
0.37
arpu_6
0.36
loc_og_t2t_mou_7
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.15
monthly_2g_7
0.10
monthly_2g_6
0.09
churn
0.09
monthly_2g_8
0.08
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
547
2.0%
0.78
9
<0.1%
3.68
9
<0.1%
7.43
8
<0.1%
5.01
8
<0.1%
35.24
8
<0.1%
0.46
8
<0.1%
3.49
8
<0.1%
17.49
8
<0.1%
0.86
8
<0.1%
36.28
8
<0.1%
8.14
8
<0.1%
8.81
8
<0.1%
0.26
8
<0.1%
32.46
8
<0.1%
SMALLEST VALUES
0.0
547
2.0%
0.01
6
<0.1%
0.03
1
<0.1%
0.05
1
<0.1%
0.06
2
<0.1%
0.08
4
<0.1%
0.1
1
<0.1%
0.11
1
<0.1%
0.15
1
<0.1%
0.16
3
<0.1%
0.18
7
<0.1%
0.2
7
<0.1%
0.21
3
<0.1%
0.23
4
<0.1%
0.25
6
<0.1%
LARGEST VALUES
6109.08
1
<0.1%
5278.29
1
<0.1%
5169.58
1
<0.1%
5067.01
1
<0.1%
4947.91
1
<0.1%
4879.48
1
<0.1%
4649.18
1
<0.1%
4608.98
1
<0.1%
4480.53
1
<0.1%
4363.43
1
<0.1%
4287.64
1
<0.1%
4255.68
1
<0.1%
4164.68
1
<0.1%
4153.53
1
<0.1%
4136.34
1
<0.1%
onnet_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_t2t_mou_7
0.83
onnet_mou_8
0.80
onnet_mou_6
0.73
total_og_mou_7
0.70
std_og_t2t_mou_8
0.67
std_og_t2t_mou_6
0.60
std_og_mou_7
0.58
avg_mou_action
0.54
total_og_mou_8
0.53
loc_og_t2t_mou_7
0.48
total_og_mou_6
0.47
std_og_mou_8
0.46
std_og_mou_6
0.41
loc_og_t2t_mou_8
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.10
monthly_2g_7
0.10
monthly_2g_6
0.09
monthly_2g_8
0.08
churn
0.04
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
475
1.7%
2.76
10
<0.1%
0.45
9
<0.1%
17.44
9
<0.1%
7.21
9
<0.1%
54.61
9
<0.1%
9.56
8
<0.1%
0.81
8
<0.1%
0.26
8
<0.1%
17.03
8
<0.1%
35.39
8
<0.1%
1.21
8
<0.1%
17.56
8
<0.1%
0.03
7
<0.1%
85.13
7
<0.1%
SMALLEST VALUES
0.0
475
1.7%
0.01
5
<0.1%
0.03
7
<0.1%
0.05
1
<0.1%
0.06
4
<0.1%
0.1
3
<0.1%
0.11
1
<0.1%
0.14
1
<0.1%
0.15
2
<0.1%
0.16
3
<0.1%
0.18
6
<0.1%
0.19
1
<0.1%
0.2
5
<0.1%
0.21
4
<0.1%
0.23
2
<0.1%
LARGEST VALUES
7741.53
1
<0.1%
7411.01
1
<0.1%
6372.53
1
<0.1%
6037.74
1
<0.1%
5833.71
1
<0.1%
5809.09
1
<0.1%
5531.74
1
<0.1%
5413.16
1
<0.1%
5277.84
1
<0.1%
4998.99
1
<0.1%
4843.74
1
<0.1%
4730.64
1
<0.1%
4705.14
1
<0.1%
4632.68
1
<0.1%
4627.31
1
<0.1%
onnet_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_t2t_mou_8
0.85
onnet_mou_7
0.80
total_og_mou_8
0.71
std_og_t2t_mou_7
0.67
std_og_mou_8
0.61
onnet_mou_6
0.60
avg_mou_action
0.57
total_og_mou_7
0.57
std_og_t2t_mou_6
0.49
std_og_mou_7
0.48
loc_og_t2t_mou_8
0.46
total_og_mou_6
0.39
arpu_8
0.39
avg_rech_amt_action
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.17
monthly_2g_6
0.08
monthly_2g_7
0.08
monthly_2g_8
0.07
churn
0.04
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
898
3.2%
0.63
13
<0.1%
0.66
12
<0.1%
0.83
11
<0.1%
0.58
11
<0.1%
1.48
10
<0.1%
8.21
10
<0.1%
2.23
10
<0.1%
0.55
10
<0.1%
4.98
10
<0.1%
6.73
10
<0.1%
0.03
10
<0.1%
12.09
9
<0.1%
0.56
9
<0.1%
0.06
9
<0.1%
SMALLEST VALUES
0.0
898
3.2%
0.01
5
<0.1%
0.03
10
<0.1%
0.04
2
<0.1%
0.05
3
<0.1%
0.06
9
<0.1%
0.1
3
<0.1%
0.11
3
<0.1%
0.13
5
<0.1%
0.15
5
<0.1%
0.16
3
<0.1%
0.18
3
<0.1%
0.19
2
<0.1%
0.21
4
<0.1%
0.23
5
<0.1%
LARGEST VALUES
9977.41
1
<0.1%
7174.58
1
<0.1%
6723.79
1
<0.1%
6506.63
1
<0.1%
5930.21
1
<0.1%
5263.86
1
<0.1%
5234.53
1
<0.1%
5134.03
1
<0.1%
4825.89
1
<0.1%
4789.98
1
<0.1%
4744.48
1
<0.1%
4732.41
1
<0.1%
4730.23
1
<0.1%
4638.86
1
<0.1%
4363.66
1
<0.1%
offnet_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_t2m_mou_6
0.81
offnet_mou_7
0.69
total_og_mou_6
0.69
total_mou_good
0.63
std_og_t2m_mou_7
0.56
offnet_mou_8
0.55
std_og_mou_6
0.53
arpu_6
0.53
total_rech_amt_6
0.52
avg_rech_amt_6_7
0.48
loc_og_t2m_mou_6
0.45
std_og_t2m_mou_8
0.45
total_og_mou_7
0.44
avg_mou_action
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.19
monthly_2g_7
0.08
monthly_2g_6
0.08
monthly_2g_8
0.07
churn
0.05
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
183
0.7%
70.13
5
<0.1%
236.74
5
<0.1%
84.06
5
<0.1%
48.54
5
<0.1%
59.06
5
<0.1%
313.43
5
<0.1%
103.83
5
<0.1%
214.86
5
<0.1%
77.13
5
<0.1%
306.78
5
<0.1%
161.93
5
<0.1%
22.94
5
<0.1%
208.31
5
<0.1%
52.96
5
<0.1%
SMALLEST VALUES
0.0
183
0.7%
0.01
2
<0.1%
0.03
1
<0.1%
0.05
2
<0.1%
0.08
1
<0.1%
0.1
1
<0.1%
0.16
2
<0.1%
0.21
3
<0.1%
0.23
1
<0.1%
0.25
2
<0.1%
0.26
2
<0.1%
0.28
2
<0.1%
0.3
2
<0.1%
0.31
1
<0.1%
0.35
1
<0.1%
LARGEST VALUES
5332.11
1
<0.1%
4846.61
1
<0.1%
4829.68
1
<0.1%
4574.59
1
<0.1%
4496.29
1
<0.1%
4437.34
1
<0.1%
4280.31
1
<0.1%
4193.08
1
<0.1%
4182.96
1
<0.1%
4182.29
1
<0.1%
4175.83
1
<0.1%
4157.11
1
<0.1%
4059.04
1
<0.1%
3986.43
1
<0.1%
3966.68
1
<0.1%
offnet_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_t2m_mou_7
0.84
offnet_mou_8
0.75
offnet_mou_6
0.69
total_og_mou_7
0.68
std_og_t2m_mou_8
0.65
std_og_t2m_mou_6
0.59
avg_mou_action
0.59
std_og_mou_7
0.56
arpu_7
0.52
total_og_mou_8
0.51
total_rech_amt_7
0.50
avg_arpu_action
0.48
avg_rech_amt_action
0.47
avg_rech_amt_6_7
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.13
monthly_2g_6
0.08
monthly_2g_7
0.07
monthly_2g_8
0.07
churn
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
176
0.6%
67.33
6
<0.1%
199.91
5
<0.1%
290.41
5
<0.1%
99.73
5
<0.1%
212.51
5
<0.1%
152.59
5
<0.1%
339.41
5
<0.1%
377.28
5
<0.1%
237.31
5
<0.1%
276.26
5
<0.1%
74.71
5
<0.1%
92.38
5
<0.1%
328.88
5
<0.1%
106.34
5
<0.1%
SMALLEST VALUES
0.0
176
0.6%
0.01
1
<0.1%
0.08
1
<0.1%
0.1
1
<0.1%
0.11
1
<0.1%
0.15
2
<0.1%
0.16
1
<0.1%
0.21
2
<0.1%
0.23
2
<0.1%
0.25
1
<0.1%
0.28
1
<0.1%
0.3
3
<0.1%
0.4
2
<0.1%
0.45
2
<0.1%
0.46
1
<0.1%
LARGEST VALUES
6339.34
1
<0.1%
5639.99
1
<0.1%
5408.29
1
<0.1%
5182.43
1
<0.1%
4952.29
1
<0.1%
4831.31
1
<0.1%
4769.49
1
<0.1%
4745.53
1
<0.1%
4658.86
1
<0.1%
4627.94
1
<0.1%
4544.63
1
<0.1%
4533.96
1
<0.1%
4525.24
1
<0.1%
4478.29
1
<0.1%
4478.14
1
<0.1%
offnet_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_t2m_mou_8
0.85
offnet_mou_7
0.75
total_og_mou_8
0.72
std_og_t2m_mou_7
0.62
avg_mou_action
0.61
std_og_mou_8
0.59
arpu_8
0.57
total_rech_amt_8
0.55
offnet_mou_6
0.55
avg_arpu_action
0.54
avg_rech_amt_action
0.54
total_og_mou_7
0.51
std_og_t2m_mou_6
0.45
loc_og_t2m_mou_8
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.20
churn
0.07
monthly_2g_6
0.06
monthly_2g_7
0.05
monthly_2g_8
0.05
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
415
1.5%
49.23
7
<0.1%
180.83
6
<0.1%
148.36
6
<0.1%
10.86
6
<0.1%
359.39
6
<0.1%
28.16
6
<0.1%
134.04
5
<0.1%
105.94
5
<0.1%
301.54
5
<0.1%
181.26
5
<0.1%
32.13
5
<0.1%
2.18
5
<0.1%
99.39
5
<0.1%
0.01
5
<0.1%
SMALLEST VALUES
0.0
415
1.5%
0.01
5
<0.1%
0.03
4
<0.1%
0.05
2
<0.1%
0.06
5
<0.1%
0.08
5
<0.1%
0.1
4
<0.1%
0.11
4
<0.1%
0.13
2
<0.1%
0.14
1
<0.1%
0.15
4
<0.1%
0.16
2
<0.1%
0.18
1
<0.1%
0.2
1
<0.1%
0.21
1
<0.1%
LARGEST VALUES
14007.34
1
<0.1%
7857.78
1
<0.1%
7102.36
1
<0.1%
6459.36
1
<0.1%
5700.76
1
<0.1%
5661.44
1
<0.1%
5453.33
1
<0.1%
5354.38
1
<0.1%
5234.48
1
<0.1%
5184.11
1
<0.1%
5050.16
1
<0.1%
4953.21
1
<0.1%
4768.39
1
<0.1%
4756.66
1
<0.1%
4643.01
1
<0.1%
roam_ic_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
roam_og_mou_6
0.65
roam_ic_mou_7
0.49
roam_ic_mou_8
0.37
roam_og_mou_7
0.35
roam_og_mou_8
0.23
diff_mou
0.15
avg_rech_amt_6_7
0.11
total_og_mou_6
-0.10
total_mou_good
-0.10
total_rech_amt_6
0.10
arpu_6
0.10
std_ic_mou_8
0.10
avg_rech_amt_action
0.09
avg_arpu_action
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.12
churn
0.06
monthly_2g_8
0.01
monthly_2g_6
0.01
monthly_2g_7
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
21,198
76.5%
1.01
16
<0.1%
1.36
12
<0.1%
0.18
12
<0.1%
0.86
11
<0.1%
0.53
10
<0.1%
0.7
10
<0.1%
0.3
10
<0.1%
0.6
10
<0.1%
0.65
10
<0.1%
0.28
10
<0.1%
6.31
9
<0.1%
0.35
9
<0.1%
1.26
9
<0.1%
1.33
9
<0.1%
SMALLEST VALUES
0.0
21,198
76.5%
0.01
3
<0.1%
0.03
6
<0.1%
0.05
7
<0.1%
0.06
8
<0.1%
0.08
2
<0.1%
0.09
1
<0.1%
0.1
4
<0.1%
0.11
5
<0.1%
0.13
8
<0.1%
0.14
1
<0.1%
0.15
9
<0.1%
0.16
5
<0.1%
0.18
12
<0.1%
0.2
7
<0.1%
LARGEST VALUES
2613.31
1
<0.1%
2589.09
1
<0.1%
2307.91
1
<0.1%
1962.73
1
<0.1%
1779.81
1
<0.1%
1616.21
1
<0.1%
1559.59
1
<0.1%
1523.01
1
<0.1%
1509.04
1
<0.1%
1322.44
1
<0.1%
1265.61
1
<0.1%
1256.79
1
<0.1%
1216.66
1
<0.1%
1171.69
1
<0.1%
1111.21
1
<0.1%
roam_ic_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
roam_og_mou_7
0.62
roam_ic_mou_8
0.59
roam_ic_mou_6
0.49
roam_og_mou_8
0.36
roam_og_mou_6
0.31
total_og_mou_7
-0.08
avg_rech_amt_6_7
0.08
total_rech_amt_7
0.08
arpu_7
0.08
avg_arpu_action
0.07
avg_rech_amt_action
0.07
avg_mou_action
-0.06
loc_og_t2m_mou_7
-0.06
loc_og_mou_7
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.10
decrease_mou_action
0.02
monthly_2g_7
0.01
monthly_2g_6
0.01
monthly_2g_8
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
22,578
81.5%
0.51
12
<0.1%
1.21
11
<0.1%
1.61
11
<0.1%
1.01
10
<0.1%
1.58
9
<0.1%
1.28
9
<0.1%
3.58
8
<0.1%
0.61
8
<0.1%
0.6
8
<0.1%
3.78
8
<0.1%
1.3
7
<0.1%
2.88
7
<0.1%
3.93
7
<0.1%
3.56
7
<0.1%
SMALLEST VALUES
0.0
22,578
81.5%
0.01
2
<0.1%
0.03
2
<0.1%
0.05
7
<0.1%
0.06
3
<0.1%
0.08
3
<0.1%
0.09
1
<0.1%
0.1
2
<0.1%
0.11
1
<0.1%
0.13
2
<0.1%
0.14
1
<0.1%
0.15
1
<0.1%
0.16
4
<0.1%
0.18
3
<0.1%
0.2
3
<0.1%
LARGEST VALUES
3813.29
1
<0.1%
2933.08
1
<0.1%
2877.06
1
<0.1%
2090.19
1
<0.1%
1700.08
1
<0.1%
1565.09
1
<0.1%
1456.93
1
<0.1%
1444.08
1
<0.1%
1442.44
1
<0.1%
1385.74
1
<0.1%
1332.11
1
<0.1%
1315.69
1
<0.1%
1311.38
1
<0.1%
1271.14
1
<0.1%
1263.33
1
<0.1%
roam_ic_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
roam_ic_mou_7
0.59
roam_og_mou_8
0.58
roam_og_mou_7
0.37
roam_ic_mou_6
0.37
roam_og_mou_6
0.22
avg_rech_amt_action
0.10
avg_rech_amt_6_7
0.10
avg_arpu_action
0.10
arpu_8
0.09
total_rech_amt_8
0.09
total_rech_amt_7
0.09
arpu_7
0.08
std_ic_mou_6
0.08
arpu_6
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.12
decrease_mou_action
0.03
monthly_2g_8
0.01
monthly_2g_7
0.01
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
22,200
80.1%
1.18
12
<0.1%
1.01
11
<0.1%
1.41
10
<0.1%
1.13
10
<0.1%
0.28
10
<0.1%
1.11
10
<0.1%
0.5
10
<0.1%
1.21
9
<0.1%
0.41
9
<0.1%
1.53
9
<0.1%
1.23
9
<0.1%
0.83
9
<0.1%
1.08
9
<0.1%
0.91
9
<0.1%
SMALLEST VALUES
0.0
22,200
80.1%
0.01
1
<0.1%
0.03
1
<0.1%
0.05
4
<0.1%
0.06
6
<0.1%
0.08
1
<0.1%
0.1
2
<0.1%
0.11
2
<0.1%
0.13
2
<0.1%
0.15
2
<0.1%
0.16
4
<0.1%
0.18
6
<0.1%
0.2
4
<0.1%
0.21
8
<0.1%
0.23
5
<0.1%
LARGEST VALUES
4169.81
1
<0.1%
2898.34
1
<0.1%
2480.06
1
<0.1%
2313.44
1
<0.1%
1968.49
1
<0.1%
1732.88
1
<0.1%
1716.16
1
<0.1%
1573.63
1
<0.1%
1402.14
1
<0.1%
1393.31
1
<0.1%
1385.78
1
<0.1%
1263.39
1
<0.1%
1242.23
1
<0.1%
1190.89
1
<0.1%
1177.41
1
<0.1%
roam_og_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
roam_ic_mou_6
0.65
roam_og_mou_7
0.50
roam_og_mou_8
0.35
roam_ic_mou_7
0.31
roam_ic_mou_8
0.22
avg_rech_amt_6_7
0.18
total_rech_amt_6
0.18
diff_mou
0.18
arpu_6
0.17
avg_rech_amt_action
0.14
total_mou_good
-0.13
avg_arpu_action
0.13
total_rech_amt_8
0.12
total_rech_amt_7
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.14
churn
0.08
monthly_2g_6
0.03
monthly_2g_8
0.02
monthly_2g_7
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
21,139
76.3%
0.21
19
<0.1%
0.23
11
<0.1%
1.01
10
<0.1%
0.36
9
<0.1%
0.28
9
<0.1%
0.3
8
<0.1%
1.61
8
<0.1%
0.33
8
<0.1%
2.01
8
<0.1%
5.01
8
<0.1%
0.6
8
<0.1%
1.5
8
<0.1%
0.51
7
<0.1%
2.33
7
<0.1%
SMALLEST VALUES
0.0
21,139
76.3%
0.01
4
<0.1%
0.03
4
<0.1%
0.05
3
<0.1%
0.06
4
<0.1%
0.08
3
<0.1%
0.1
1
<0.1%
0.11
2
<0.1%
0.13
5
<0.1%
0.15
2
<0.1%
0.16
2
<0.1%
0.18
5
<0.1%
0.2
4
<0.1%
0.21
19
<0.1%
0.23
11
<0.1%
LARGEST VALUES
2179.08
1
<0.1%
2165.44
1
<0.1%
2125.91
1
<0.1%
2081.29
1
<0.1%
2037.03
1
<0.1%
2000.39
1
<0.1%
1883.39
1
<0.1%
1830.93
1
<0.1%
1822.39
1
<0.1%
1761.19
1
<0.1%
1752.28
1
<0.1%
1667.63
1
<0.1%
1652.41
1
<0.1%
1610.28
1
<0.1%
1558.09
1
<0.1%
roam_og_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
roam_ic_mou_7
0.62
roam_og_mou_8
0.57
roam_og_mou_6
0.50
roam_ic_mou_8
0.37
roam_ic_mou_6
0.35
avg_rech_amt_6_7
0.17
total_rech_amt_7
0.17
arpu_7
0.16
avg_rech_amt_action
0.15
avg_arpu_action
0.14
total_rech_amt_6
0.11
arpu_8
0.11
total_rech_amt_8
0.11
arpu_6
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.14
monthly_2g_6
0.03
monthly_2g_7
0.03
monthly_2g_8
0.02
decrease_mou_action
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
22,538
81.3%
2.76
7
<0.1%
13.41
6
<0.1%
1.0
6
<0.1%
4.9
5
<0.1%
6.88
5
<0.1%
8.23
5
<0.1%
25.93
5
<0.1%
0.66
5
<0.1%
0.43
5
<0.1%
1.85
5
<0.1%
12.56
5
<0.1%
2.9
5
<0.1%
0.58
5
<0.1%
0.21
5
<0.1%
SMALLEST VALUES
0.0
22,538
81.3%
0.01
1
<0.1%
0.03
1
<0.1%
0.05
3
<0.1%
0.06
1
<0.1%
0.1
2
<0.1%
0.11
3
<0.1%
0.13
2
<0.1%
0.15
2
<0.1%
0.16
2
<0.1%
0.18
3
<0.1%
0.2
1
<0.1%
0.21
5
<0.1%
0.23
2
<0.1%
0.26
2
<0.1%
LARGEST VALUES
1900.06
1
<0.1%
1644.44
1
<0.1%
1637.54
1
<0.1%
1622.99
1
<0.1%
1619.64
1
<0.1%
1493.54
1
<0.1%
1490.36
1
<0.1%
1454.39
1
<0.1%
1354.28
1
<0.1%
1345.56
1
<0.1%
1311.64
1
<0.1%
1301.71
1
<0.1%
1293.73
1
<0.1%
1257.43
1
<0.1%
1254.94
1
<0.1%
roam_og_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
roam_ic_mou_8
0.58
roam_og_mou_7
0.57
roam_ic_mou_7
0.36
roam_og_mou_6
0.35
roam_ic_mou_6
0.23
avg_rech_amt_action
0.20
arpu_8
0.20
total_rech_amt_8
0.20
avg_arpu_action
0.20
avg_rech_amt_6_7
0.17
total_rech_amt_7
0.16
arpu_7
0.15
total_rech_amt_6
0.11
arpu_6
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.14
monthly_2g_6
0.02
decrease_mou_action
0.02
monthly_2g_8
0.02
monthly_2g_7
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
22,213
80.2%
0.55
10
<0.1%
0.6
8
<0.1%
1.35
8
<0.1%
0.81
8
<0.1%
0.85
7
<0.1%
0.63
7
<0.1%
3.94
7
<0.1%
0.03
7
<0.1%
0.15
6
<0.1%
3.16
6
<0.1%
0.16
6
<0.1%
0.5
6
<0.1%
1.38
6
<0.1%
0.53
6
<0.1%
SMALLEST VALUES
0.0
22,213
80.2%
0.01
5
<0.1%
0.03
7
<0.1%
0.05
1
<0.1%
0.06
1
<0.1%
0.08
5
<0.1%
0.1
2
<0.1%
0.11
5
<0.1%
0.13
3
<0.1%
0.14
1
<0.1%
0.15
6
<0.1%
0.16
6
<0.1%
0.18
5
<0.1%
0.2
2
<0.1%
0.21
4
<0.1%
LARGEST VALUES
3493.36
1
<0.1%
2939.86
1
<0.1%
2860.51
1
<0.1%
2476.91
1
<0.1%
2253.54
1
<0.1%
1928.51
1
<0.1%
1817.09
1
<0.1%
1738.29
1
<0.1%
1719.99
1
<0.1%
1672.56
1
<0.1%
1653.94
1
<0.1%
1623.48
1
<0.1%
1595.71
1
<0.1%
1589.43
1
<0.1%
1558.56
1
<0.1%
loc_og_t2t_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_t2t_mou_7
0.80
loc_og_mou_6
0.76
loc_og_t2t_mou_8
0.71
loc_og_mou_7
0.64
loc_og_mou_8
0.55
onnet_mou_6
0.46
total_mou_good
0.39
total_og_mou_6
0.36
onnet_mou_7
0.35
onnet_mou_8
0.28
avg_mou_action
0.28
loc_ic_t2t_mou_6
0.28
loc_ic_t2t_mou_7
0.27
loc_ic_t2t_mou_8
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.10
churn
0.04
monthly_2g_8
0.02
monthly_2g_7
0.01
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
1,815
6.6%
0.43
22
<0.1%
1.06
21
<0.1%
0.76
20
<0.1%
0.26
20
<0.1%
0.78
19
<0.1%
0.48
19
<0.1%
3.91
18
<0.1%
2.91
18
<0.1%
1.01
18
<0.1%
0.36
17
<0.1%
3.11
16
<0.1%
6.23
16
<0.1%
3.66
16
<0.1%
2.08
16
<0.1%
SMALLEST VALUES
0.0
1,815
6.6%
0.01
13
<0.1%
0.03
3
<0.1%
0.05
6
<0.1%
0.06
4
<0.1%
0.08
6
<0.1%
0.1
5
<0.1%
0.11
6
<0.1%
0.13
7
<0.1%
0.15
7
<0.1%
0.16
8
<0.1%
0.18
14
<0.1%
0.2
8
<0.1%
0.21
9
<0.1%
0.23
13
<0.1%
LARGEST VALUES
6093.34
1
<0.1%
5278.29
1
<0.1%
5169.58
1
<0.1%
5061.88
1
<0.1%
4941.49
1
<0.1%
4879.48
1
<0.1%
4361.98
1
<0.1%
4136.34
1
<0.1%
4038.18
1
<0.1%
3835.59
1
<0.1%
3777.93
1
<0.1%
3698.76
1
<0.1%
3696.43
1
<0.1%
3569.34
1
<0.1%
3411.68
1
<0.1%
loc_og_t2t_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_t2t_mou_8
0.85
loc_og_t2t_mou_6
0.80
loc_og_mou_7
0.78
loc_og_mou_8
0.64
loc_og_mou_6
0.61
onnet_mou_7
0.48
onnet_mou_8
0.37
avg_mou_action
0.36
onnet_mou_6
0.36
total_og_mou_7
0.35
total_mou_good
0.29
total_og_mou_8
0.27
total_og_mou_6
0.27
loc_ic_t2t_mou_7
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.05
decrease_mou_action
0.03
monthly_2g_8
0.02
monthly_2g_7
0.01
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
1,485
5.4%
0.81
23
<0.1%
2.53
21
<0.1%
0.43
19
<0.1%
1.91
19
<0.1%
0.21
19
<0.1%
0.26
18
<0.1%
0.56
18
<0.1%
0.73
18
<0.1%
0.63
18
<0.1%
0.41
18
<0.1%
1.01
18
<0.1%
1.56
17
<0.1%
1.66
17
<0.1%
0.31
17
<0.1%
SMALLEST VALUES
0.0
1,485
5.4%
0.01
10
<0.1%
0.03
15
<0.1%
0.05
4
<0.1%
0.06
4
<0.1%
0.08
2
<0.1%
0.1
10
<0.1%
0.11
5
<0.1%
0.13
7
<0.1%
0.14
1
<0.1%
0.15
10
<0.1%
0.16
10
<0.1%
0.18
13
<0.1%
0.2
14
<0.1%
0.21
19
<0.1%
LARGEST VALUES
7400.66
1
<0.1%
7163.21
1
<0.1%
6371.98
1
<0.1%
5970.54
1
<0.1%
5789.79
1
<0.1%
5413.16
1
<0.1%
5277.84
1
<0.1%
4998.99
1
<0.1%
4692.74
1
<0.1%
4632.68
1
<0.1%
4524.26
1
<0.1%
4415.18
1
<0.1%
4243.16
1
<0.1%
4215.91
1
<0.1%
4145.54
1
<0.1%
loc_og_t2t_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_t2t_mou_7
0.85
loc_og_mou_8
0.77
loc_og_t2t_mou_6
0.71
loc_og_mou_7
0.68
loc_og_mou_6
0.55
onnet_mou_8
0.46
onnet_mou_7
0.40
avg_mou_action
0.38
total_og_mou_8
0.35
onnet_mou_6
0.31
total_og_mou_7
0.29
loc_ic_t2t_mou_8
0.28
total_mou_good
0.26
total_og_mou_6
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.07
churn
0.06
monthly_2g_8
0.02
monthly_2g_7
0.02
monthly_2g_6
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
2,378
8.6%
0.63
23
<0.1%
1.48
22
<0.1%
0.83
22
<0.1%
0.88
22
<0.1%
0.41
22
<0.1%
0.58
21
<0.1%
0.38
21
<0.1%
0.48
21
<0.1%
0.28
20
<0.1%
0.36
19
<0.1%
0.5
19
<0.1%
1.83
19
<0.1%
1.03
18
<0.1%
4.98
18
<0.1%
SMALLEST VALUES
0.0
2,378
8.6%
0.01
13
<0.1%
0.03
8
<0.1%
0.04
4
<0.1%
0.05
8
<0.1%
0.06
7
<0.1%
0.08
5
<0.1%
0.1
4
<0.1%
0.11
12
<0.1%
0.13
5
<0.1%
0.15
5
<0.1%
0.16
6
<0.1%
0.18
8
<0.1%
0.19
4
<0.1%
0.2
8
<0.1%
LARGEST VALUES
9760.56
1
<0.1%
7010.74
1
<0.1%
6723.79
1
<0.1%
5263.86
1
<0.1%
4765.41
1
<0.1%
4730.23
1
<0.1%
4162.34
1
<0.1%
3973.79
1
<0.1%
3887.08
1
<0.1%
3808.28
1
<0.1%
3780.03
1
<0.1%
3758.28
1
<0.1%
3661.96
1
<0.1%
3648.38
1
<0.1%
3507.33
1
<0.1%
loc_og_t2m_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_mou_6
0.78
loc_og_t2m_mou_7
0.78
loc_og_t2m_mou_8
0.68
loc_og_mou_7
0.60
loc_og_mou_8
0.54
loc_ic_t2m_mou_6
0.50
offnet_mou_6
0.45
loc_ic_mou_6
0.44
total_mou_good
0.43
loc_ic_t2m_mou_7
0.42
total_ic_mou_6
0.38
loc_ic_t2m_mou_8
0.38
loc_ic_mou_7
0.37
arpu_6
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.16
churn
0.08
monthly_2g_8
0.03
monthly_2g_6
0.03
monthly_2g_7
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
945
3.4%
4.28
13
<0.1%
1.18
12
<0.1%
0.86
10
<0.1%
10.93
10
<0.1%
7.09
9
<0.1%
3.31
9
<0.1%
7.96
9
<0.1%
4.71
8
<0.1%
14.44
8
<0.1%
2.71
8
<0.1%
39.49
8
<0.1%
1.98
8
<0.1%
5.16
8
<0.1%
2.13
8
<0.1%
SMALLEST VALUES
0.0
945
3.4%
0.01
4
<0.1%
0.03
3
<0.1%
0.05
2
<0.1%
0.06
1
<0.1%
0.08
4
<0.1%
0.1
3
<0.1%
0.11
1
<0.1%
0.13
5
<0.1%
0.15
4
<0.1%
0.16
5
<0.1%
0.18
3
<0.1%
0.19
1
<0.1%
0.2
3
<0.1%
0.21
6
<0.1%
LARGEST VALUES
4729.74
1
<0.1%
4696.83
1
<0.1%
3365.98
1
<0.1%
3101.78
1
<0.1%
2717.84
1
<0.1%
2655.33
1
<0.1%
2596.23
1
<0.1%
2575.61
1
<0.1%
2553.89
1
<0.1%
2508.93
1
<0.1%
2504.86
1
<0.1%
2502.03
1
<0.1%
2492.39
1
<0.1%
2435.93
1
<0.1%
2435.44
1
<0.1%
loc_og_t2m_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_t2m_mou_8
0.82
loc_og_t2m_mou_6
0.78
loc_og_mou_7
0.74
loc_og_mou_8
0.63
loc_og_mou_6
0.61
loc_ic_t2m_mou_7
0.49
loc_ic_t2m_mou_8
0.44
loc_ic_mou_7
0.42
loc_ic_t2m_mou_6
0.42
offnet_mou_7
0.41
loc_ic_mou_8
0.39
loc_ic_mou_6
0.37
avg_mou_action
0.37
total_ic_mou_7
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.10
decrease_mou_action
0.07
monthly_2g_7
0.03
monthly_2g_8
0.03
monthly_2g_6
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
770
2.8%
0.98
12
<0.1%
0.23
10
<0.1%
15.46
9
<0.1%
16.14
9
<0.1%
15.11
9
<0.1%
15.53
9
<0.1%
0.4
9
<0.1%
4.26
9
<0.1%
2.76
8
<0.1%
18.58
8
<0.1%
4.11
8
<0.1%
5.76
8
<0.1%
32.58
8
<0.1%
0.46
8
<0.1%
SMALLEST VALUES
0.0
770
2.8%
0.01
3
<0.1%
0.03
3
<0.1%
0.05
3
<0.1%
0.06
1
<0.1%
0.08
1
<0.1%
0.1
3
<0.1%
0.11
4
<0.1%
0.13
3
<0.1%
0.15
2
<0.1%
0.16
2
<0.1%
0.18
5
<0.1%
0.2
2
<0.1%
0.21
6
<0.1%
0.23
10
<0.1%
LARGEST VALUES
4456.74
1
<0.1%
3509.96
1
<0.1%
3442.51
1
<0.1%
2847.16
1
<0.1%
2835.06
1
<0.1%
2793.41
1
<0.1%
2757.41
1
<0.1%
2737.18
1
<0.1%
2655.19
1
<0.1%
2627.79
1
<0.1%
2555.51
1
<0.1%
2539.41
1
<0.1%
2537.93
1
<0.1%
2459.79
1
<0.1%
2386.78
1
<0.1%
loc_og_t2m_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_t2m_mou_7
0.82
loc_og_mou_8
0.77
loc_og_t2m_mou_6
0.68
loc_og_mou_7
0.62
loc_og_mou_6
0.55
loc_ic_t2m_mou_8
0.50
loc_ic_mou_8
0.45
offnet_mou_8
0.44
loc_ic_t2m_mou_7
0.44
avg_mou_action
0.39
total_ic_mou_8
0.39
loc_ic_t2m_mou_6
0.39
arpu_8
0.38
loc_ic_mou_7
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.13
churn
0.12
monthly_2g_8
0.03
monthly_2g_7
0.03
monthly_2g_6
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
1,494
5.4%
1.86
11
<0.1%
22.69
10
<0.1%
0.66
10
<0.1%
1.18
10
<0.1%
0.98
10
<0.1%
28.26
10
<0.1%
0.71
9
<0.1%
12.16
9
<0.1%
5.94
9
<0.1%
0.35
9
<0.1%
1.38
9
<0.1%
0.91
9
<0.1%
0.51
9
<0.1%
3.83
9
<0.1%
SMALLEST VALUES
0.0
1,494
5.4%
0.01
6
<0.1%
0.03
1
<0.1%
0.05
5
<0.1%
0.06
3
<0.1%
0.08
5
<0.1%
0.1
6
<0.1%
0.11
3
<0.1%
0.13
6
<0.1%
0.14
1
<0.1%
0.15
3
<0.1%
0.16
3
<0.1%
0.18
2
<0.1%
0.19
1
<0.1%
0.2
3
<0.1%
LARGEST VALUES
3547.13
1
<0.1%
3463.08
1
<0.1%
3342.24
1
<0.1%
2945.58
1
<0.1%
2907.06
1
<0.1%
2888.93
1
<0.1%
2862.11
1
<0.1%
2672.86
1
<0.1%
2640.83
1
<0.1%
2529.19
1
<0.1%
2439.56
1
<0.1%
2422.96
1
<0.1%
2309.29
1
<0.1%
2303.06
1
<0.1%
2267.01
1
<0.1%
loc_og_t2f_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_t2f_mou_7
0.78
loc_og_t2f_mou_8
0.72
loc_ic_t2f_mou_6
0.30
loc_ic_t2f_mou_7
0.26
loc_ic_t2f_mou_8
0.26
max_rech_amt_6
0.25
max_rech_amt_7
0.23
max_rech_amt_8
0.22
loc_og_mou_6
0.20
last_day_rch_amt_6
0.18
loc_og_t2m_mou_6
0.18
last_day_rch_amt_8
0.17
aon
0.17
total_ic_mou_6
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.05
decrease_mou_action
0.04
monthly_2g_8
0.04
monthly_2g_6
0.03
monthly_2g_7
0.03
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
12,777
46.1%
0.33
64
0.2%
0.53
63
0.2%
0.38
61
0.2%
0.46
56
0.2%
0.78
56
0.2%
0.25
56
0.2%
0.28
55
0.2%
0.63
55
0.2%
0.58
55
0.2%
0.48
55
0.2%
0.45
54
0.2%
0.66
54
0.2%
0.5
53
0.2%
0.13
53
0.2%
SMALLEST VALUES
0.0
12,777
46.1%
0.01
37
0.1%
0.03
24
<0.1%
0.04
2
<0.1%
0.05
13
<0.1%
0.06
12
<0.1%
0.08
25
<0.1%
0.09
2
<0.1%
0.1
24
<0.1%
0.11
33
0.1%
0.13
53
0.2%
0.15
26
<0.1%
0.16
30
0.1%
0.18
31
0.1%
0.19
1
<0.1%
LARGEST VALUES
676.48
1
<0.1%
617.58
1
<0.1%
570.43
1
<0.1%
499.64
1
<0.1%
486.06
1
<0.1%
410.53
1
<0.1%
400.71
1
<0.1%
392.48
1
<0.1%
371.64
1
<0.1%
370.58
1
<0.1%
355.24
1
<0.1%
353.48
1
<0.1%
325.94
1
<0.1%
307.13
1
<0.1%
306.06
1
<0.1%
loc_og_t2f_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_t2f_mou_8
0.81
loc_og_t2f_mou_6
0.78
loc_ic_t2f_mou_7
0.33
loc_ic_t2f_mou_6
0.30
loc_ic_t2f_mou_8
0.30
max_rech_amt_6
0.24
max_rech_amt_7
0.23
max_rech_amt_8
0.22
loc_og_mou_7
0.19
last_day_rch_amt_8
0.18
loc_ic_mou_7
0.18
aon
0.17
loc_og_mou_8
0.17
loc_og_t2m_mou_7
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.05
monthly_2g_8
0.03
monthly_2g_7
0.03
monthly_2g_6
0.03
decrease_mou_action
0.03
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
12,372
44.7%
0.46
74
0.3%
0.26
72
0.3%
0.28
70
0.3%
0.36
66
0.2%
0.33
65
0.2%
0.38
63
0.2%
0.43
63
0.2%
0.61
61
0.2%
0.3
61
0.2%
0.71
61
0.2%
0.68
60
0.2%
0.31
59
0.2%
0.51
59
0.2%
0.48
58
0.2%
SMALLEST VALUES
0.0
12,372
44.7%
0.01
39
0.1%
0.03
27
<0.1%
0.04
1
<0.1%
0.05
24
<0.1%
0.06
21
<0.1%
0.08
23
<0.1%
0.1
28
0.1%
0.11
34
0.1%
0.13
43
0.2%
0.15
29
0.1%
0.16
39
0.1%
0.18
40
0.1%
0.19
2
<0.1%
0.2
46
0.2%
LARGEST VALUES
1057.96
1
<0.1%
481.84
1
<0.1%
426.03
1
<0.1%
418.91
1
<0.1%
377.73
1
<0.1%
373.44
1
<0.1%
343.78
1
<0.1%
342.33
1
<0.1%
328.73
1
<0.1%
327.06
1
<0.1%
317.88
1
<0.1%
317.24
1
<0.1%
317.09
1
<0.1%
315.59
1
<0.1%
312.81
1
<0.1%
loc_og_t2f_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_t2f_mou_7
0.81
loc_og_t2f_mou_6
0.72
loc_ic_t2f_mou_8
0.32
loc_ic_t2f_mou_7
0.30
loc_ic_t2f_mou_6
0.28
max_rech_amt_6
0.24
max_rech_amt_7
0.23
max_rech_amt_8
0.23
loc_og_mou_8
0.21
last_day_rch_amt_8
0.19
loc_og_t2m_mou_8
0.18
last_day_rch_amt_7
0.18
aon
0.17
last_day_rch_amt_6
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.06
decrease_mou_action
0.04
monthly_2g_8
0.03
monthly_2g_6
0.03
monthly_2g_7
0.03
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
12,962
46.8%
0.33
67
0.2%
0.66
66
0.2%
0.36
66
0.2%
0.38
64
0.2%
0.41
62
0.2%
0.56
61
0.2%
0.25
60
0.2%
0.51
57
0.2%
0.3
57
0.2%
0.26
56
0.2%
0.58
56
0.2%
0.31
53
0.2%
0.23
53
0.2%
0.35
52
0.2%
SMALLEST VALUES
0.0
12,962
46.8%
0.01
21
<0.1%
0.03
25
<0.1%
0.04
3
<0.1%
0.05
14
<0.1%
0.06
19
<0.1%
0.08
26
<0.1%
0.1
22
<0.1%
0.11
23
<0.1%
0.13
41
0.1%
0.14
3
<0.1%
0.15
29
0.1%
0.16
41
0.1%
0.18
38
0.1%
0.19
1
<0.1%
LARGEST VALUES
928.49
1
<0.1%
588.29
1
<0.1%
576.54
1
<0.1%
539.08
1
<0.1%
428.01
1
<0.1%
376.86
1
<0.1%
373.51
1
<0.1%
366.36
1
<0.1%
340.03
1
<0.1%
316.88
1
<0.1%
316.26
1
<0.1%
292.93
1
<0.1%
285.34
1
<0.1%
278.39
1
<0.1%
267.74
1
<0.1%
loc_og_t2c_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
spl_og_mou_6
0.53
loc_og_t2c_mou_7
0.33
loc_og_t2c_mou_8
0.23
spl_og_mou_7
0.21
spl_og_mou_8
0.16
total_rech_num_6
0.10
total_og_mou_6
0.07
og_others_6
0.07
total_mou_good
0.07
arpu_6
0.06
total_rech_num_7
0.06
offnet_mou_6
0.06
total_rech_amt_6
0.05
avg_rech_num_action
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.04
monthly_2g_8
0.01
monthly_2g_7
0.01
monthly_2g_6
0.01
churn
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,952
75.6%
0.01
65
0.2%
0.03
60
0.2%
0.08
57
0.2%
0.05
45
0.2%
0.2
45
0.2%
0.06
43
0.2%
0.18
41
0.1%
0.11
39
0.1%
0.1
38
0.1%
0.36
37
0.1%
0.16
36
0.1%
0.23
36
0.1%
0.38
36
0.1%
0.15
36
0.1%
SMALLEST VALUES
0.0
20,952
75.6%
0.01
65
0.2%
0.03
60
0.2%
0.04
2
<0.1%
0.05
45
0.2%
0.06
43
0.2%
0.08
57
0.2%
0.09
2
<0.1%
0.1
38
0.1%
0.11
39
0.1%
0.13
33
0.1%
0.14
5
<0.1%
0.15
36
0.1%
0.16
36
0.1%
0.18
41
0.1%
LARGEST VALUES
342.86
1
<0.1%
336.13
1
<0.1%
271.44
1
<0.1%
184.56
1
<0.1%
182.73
1
<0.1%
159.09
1
<0.1%
153.06
1
<0.1%
144.93
1
<0.1%
139.31
1
<0.1%
136.24
1
<0.1%
129.34
1
<0.1%
127.84
1
<0.1%
107.16
1
<0.1%
106.76
1
<0.1%
104.39
1
<0.1%
loc_og_t2c_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
spl_og_mou_7
0.57
loc_og_t2c_mou_8
0.53
loc_og_t2c_mou_6
0.33
spl_og_mou_8
0.29
spl_og_mou_6
0.24
total_rech_num_7
0.11
avg_rech_num_action
0.09
total_og_mou_7
0.09
std_og_mou_7
0.07
avg_mou_action
0.06
offnet_mou_7
0.06
total_rech_num_8
0.06
total_rech_num_6
0.06
std_og_mou_8
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.03
monthly_2g_8
0.02
monthly_2g_6
0.01
monthly_2g_7
0.00
churn
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,429
73.7%
0.06
57
0.2%
0.08
57
0.2%
0.01
56
0.2%
0.1
53
0.2%
0.03
53
0.2%
0.11
45
0.2%
0.13
44
0.2%
0.05
41
0.1%
0.38
41
0.1%
0.21
40
0.1%
0.16
38
0.1%
0.2
38
0.1%
0.73
38
0.1%
0.28
37
0.1%
SMALLEST VALUES
0.0
20,429
73.7%
0.01
56
0.2%
0.03
53
0.2%
0.04
1
<0.1%
0.05
41
0.1%
0.06
57
0.2%
0.08
57
0.2%
0.09
1
<0.1%
0.1
53
0.2%
0.11
45
0.2%
0.13
44
0.2%
0.14
1
<0.1%
0.15
32
0.1%
0.16
38
0.1%
0.18
36
0.1%
LARGEST VALUES
569.71
1
<0.1%
458.76
1
<0.1%
361.34
1
<0.1%
334.43
1
<0.1%
285.69
1
<0.1%
269.49
1
<0.1%
220.01
1
<0.1%
218.38
1
<0.1%
205.16
1
<0.1%
198.36
1
<0.1%
180.89
1
<0.1%
169.81
1
<0.1%
156.39
1
<0.1%
154.34
1
<0.1%
144.96
1
<0.1%
loc_og_t2c_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_t2c_mou_7
0.53
spl_og_mou_8
0.46
spl_og_mou_7
0.33
loc_og_t2c_mou_6
0.23
spl_og_mou_6
0.19
total_rech_num_8
0.10
avg_rech_num_action
0.10
total_og_mou_8
0.09
total_rech_num_7
0.08
total_og_mou_7
0.08
avg_mou_action
0.08
std_og_mou_8
0.08
std_og_mou_7
0.07
arpu_8
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.04
monthly_2g_8
0.02
churn
0.02
monthly_2g_6
0.01
monthly_2g_7
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,362
73.5%
0.13
88
0.3%
0.01
75
0.3%
0.26
67
0.2%
0.1
65
0.2%
0.05
57
0.2%
0.03
55
0.2%
0.08
55
0.2%
0.16
49
0.2%
0.11
45
0.2%
0.21
43
0.2%
0.06
43
0.2%
0.18
42
0.2%
0.2
41
0.1%
0.31
40
0.1%
SMALLEST VALUES
0.0
20,362
73.5%
0.01
75
0.3%
0.03
55
0.2%
0.05
57
0.2%
0.06
43
0.2%
0.08
55
0.2%
0.09
2
<0.1%
0.1
65
0.2%
0.11
45
0.2%
0.13
88
0.3%
0.14
1
<0.1%
0.15
37
0.1%
0.16
49
0.2%
0.18
42
0.2%
0.19
3
<0.1%
LARGEST VALUES
351.83
1
<0.1%
303.36
1
<0.1%
298.66
1
<0.1%
214.46
1
<0.1%
204.28
1
<0.1%
180.04
1
<0.1%
179.21
1
<0.1%
172.24
1
<0.1%
170.56
1
<0.1%
167.88
1
<0.1%
156.86
1
<0.1%
153.11
1
<0.1%
134.81
1
<0.1%
129.39
1
<0.1%
128.59
1
<0.1%
loc_og_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_mou_7
0.80
loc_og_t2m_mou_6
0.78
loc_og_t2t_mou_6
0.76
loc_og_mou_8
0.72
loc_og_t2t_mou_7
0.61
loc_og_t2m_mou_7
0.61
loc_og_t2t_mou_8
0.55
loc_og_t2m_mou_8
0.55
total_mou_good
0.53
loc_ic_mou_6
0.45
total_og_mou_6
0.42
loc_ic_t2m_mou_6
0.41
total_ic_mou_6
0.38
loc_ic_mou_7
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.17
churn
0.08
monthly_2g_8
0.03
monthly_2g_7
0.02
monthly_2g_6
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
799
2.9%
3.58
9
<0.1%
19.61
8
<0.1%
0.41
8
<0.1%
2.71
8
<0.1%
161.38
7
<0.1%
14.68
7
<0.1%
21.14
7
<0.1%
15.28
7
<0.1%
21.76
7
<0.1%
23.76
7
<0.1%
143.54
6
<0.1%
9.46
6
<0.1%
60.59
6
<0.1%
36.13
6
<0.1%
SMALLEST VALUES
0.0
799
2.9%
0.01
5
<0.1%
0.03
2
<0.1%
0.05
3
<0.1%
0.06
1
<0.1%
0.08
1
<0.1%
0.1
1
<0.1%
0.11
1
<0.1%
0.15
3
<0.1%
0.16
1
<0.1%
0.18
2
<0.1%
0.19
1
<0.1%
0.2
1
<0.1%
0.21
5
<0.1%
0.23
4
<0.1%
LARGEST VALUES
6153.29
1
<0.1%
5528.09
1
<0.1%
5394.83
1
<0.1%
5317.78
1
<0.1%
5303.19
1
<0.1%
5215.09
1
<0.1%
5202.18
1
<0.1%
4788.84
1
<0.1%
4771.31
1
<0.1%
4223.38
1
<0.1%
4172.13
1
<0.1%
4147.36
1
<0.1%
4093.86
1
<0.1%
4088.53
1
<0.1%
4067.54
1
<0.1%
loc_og_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_mou_8
0.84
loc_og_mou_6
0.80
loc_og_t2t_mou_7
0.78
loc_og_t2m_mou_7
0.74
loc_og_t2t_mou_8
0.68
loc_og_t2t_mou_6
0.64
loc_og_t2m_mou_8
0.62
loc_og_t2m_mou_6
0.60
avg_mou_action
0.48
loc_ic_mou_7
0.42
total_og_mou_7
0.39
loc_ic_mou_8
0.39
total_mou_good
0.39
loc_ic_t2m_mou_7
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.10
decrease_mou_action
0.07
monthly_2g_8
0.03
monthly_2g_7
0.03
monthly_2g_6
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
653
2.4%
8.41
8
<0.1%
37.71
8
<0.1%
2.48
7
<0.1%
18.81
7
<0.1%
27.21
7
<0.1%
112.48
7
<0.1%
7.04
7
<0.1%
39.09
7
<0.1%
59.79
6
<0.1%
64.14
6
<0.1%
75.48
6
<0.1%
16.96
6
<0.1%
49.04
6
<0.1%
155.33
6
<0.1%
SMALLEST VALUES
0.0
653
2.4%
0.01
2
<0.1%
0.03
3
<0.1%
0.05
1
<0.1%
0.08
1
<0.1%
0.1
2
<0.1%
0.11
2
<0.1%
0.13
2
<0.1%
0.15
2
<0.1%
0.16
2
<0.1%
0.18
2
<0.1%
0.2
1
<0.1%
0.21
5
<0.1%
0.23
6
<0.1%
0.25
2
<0.1%
LARGEST VALUES
7674.78
1
<0.1%
7483.08
1
<0.1%
6419.79
1
<0.1%
6273.03
1
<0.1%
5844.73
1
<0.1%
5413.16
1
<0.1%
5328.38
1
<0.1%
5031.09
1
<0.1%
4946.16
1
<0.1%
4925.23
1
<0.1%
4744.88
1
<0.1%
4729.73
1
<0.1%
4655.08
1
<0.1%
4644.64
1
<0.1%
4497.03
1
<0.1%
loc_og_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_mou_7
0.84
loc_og_t2m_mou_8
0.77
loc_og_t2t_mou_8
0.77
loc_og_mou_6
0.72
loc_og_t2t_mou_7
0.64
loc_og_t2m_mou_7
0.63
loc_og_t2t_mou_6
0.55
loc_og_t2m_mou_6
0.54
avg_mou_action
0.50
loc_ic_mou_8
0.45
total_og_mou_8
0.42
loc_ic_t2m_mou_8
0.40
total_ic_mou_8
0.39
loc_ic_mou_7
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.13
churn
0.12
monthly_2g_8
0.04
monthly_2g_7
0.03
monthly_2g_6
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
1,356
4.9%
0.98
11
<0.1%
1.43
8
<0.1%
3.84
8
<0.1%
1.86
8
<0.1%
2.11
8
<0.1%
29.03
8
<0.1%
39.84
8
<0.1%
1.08
7
<0.1%
20.06
7
<0.1%
1.03
7
<0.1%
50.78
7
<0.1%
0.46
7
<0.1%
7.86
7
<0.1%
1.21
7
<0.1%
SMALLEST VALUES
0.0
1,356
4.9%
0.01
3
<0.1%
0.03
1
<0.1%
0.05
2
<0.1%
0.06
2
<0.1%
0.08
4
<0.1%
0.1
3
<0.1%
0.11
2
<0.1%
0.13
5
<0.1%
0.15
2
<0.1%
0.16
3
<0.1%
0.18
1
<0.1%
0.2
3
<0.1%
0.21
5
<0.1%
0.23
5
<0.1%
LARGEST VALUES
10196.83
1
<0.1%
7661.29
1
<0.1%
6826.69
1
<0.1%
5326.59
1
<0.1%
5263.86
1
<0.1%
4774.93
1
<0.1%
4612.19
1
<0.1%
4241.21
1
<0.1%
4219.98
1
<0.1%
4072.03
1
<0.1%
4070.39
1
<0.1%
3988.16
1
<0.1%
3973.79
1
<0.1%
3895.06
1
<0.1%
3820.24
1
<0.1%
std_og_t2t_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
onnet_mou_6
0.83
std_og_mou_6
0.74
std_og_t2t_mou_7
0.73
onnet_mou_7
0.60
std_og_t2t_mou_8
0.60
total_og_mou_6
0.58
std_og_mou_7
0.52
onnet_mou_8
0.49
std_og_mou_8
0.42
total_mou_good
0.42
total_og_mou_7
0.39
total_og_mou_8
0.29
arpu_6
0.29
total_rech_amt_6
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.12
churn
0.11
monthly_2g_7
0.11
monthly_2g_8
0.10
monthly_2g_6
0.10
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
9,735
35.1%
0.6
23
<0.1%
1.06
23
<0.1%
0.48
22
<0.1%
0.43
21
<0.1%
0.33
20
<0.1%
0.25
19
<0.1%
0.35
19
<0.1%
1.51
17
<0.1%
0.28
17
<0.1%
0.21
17
<0.1%
0.63
17
<0.1%
1.03
17
<0.1%
0.58
17
<0.1%
0.26
16
<0.1%
SMALLEST VALUES
0.0
9,735
35.1%
0.01
12
<0.1%
0.03
6
<0.1%
0.05
3
<0.1%
0.06
7
<0.1%
0.08
3
<0.1%
0.1
3
<0.1%
0.11
9
<0.1%
0.13
4
<0.1%
0.15
10
<0.1%
0.16
12
<0.1%
0.18
16
<0.1%
0.2
16
<0.1%
0.21
17
<0.1%
0.23
15
<0.1%
LARGEST VALUES
4611.26
1
<0.1%
4608.98
1
<0.1%
4371.01
1
<0.1%
4260.44
1
<0.1%
4233.31
1
<0.1%
4145.43
1
<0.1%
4081.58
1
<0.1%
4078.64
1
<0.1%
4009.76
1
<0.1%
3841.94
1
<0.1%
3839.88
1
<0.1%
3836.63
1
<0.1%
3716.31
1
<0.1%
3644.48
1
<0.1%
3558.26
1
<0.1%
std_og_t2t_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
onnet_mou_7
0.83
std_og_t2t_mou_8
0.80
std_og_mou_7
0.73
std_og_t2t_mou_6
0.73
onnet_mou_8
0.67
onnet_mou_6
0.59
total_og_mou_7
0.59
std_og_mou_8
0.58
std_og_mou_6
0.53
total_og_mou_8
0.44
avg_mou_action
0.39
total_og_mou_6
0.37
arpu_7
0.29
total_rech_amt_7
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.11
monthly_2g_6
0.10
monthly_2g_8
0.10
decrease_mou_action
0.10
churn
0.07
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
9,677
34.9%
0.33
26
<0.1%
0.36
22
<0.1%
1.13
21
<0.1%
0.28
20
<0.1%
0.8
19
<0.1%
0.31
19
<0.1%
0.61
18
<0.1%
0.78
17
<0.1%
1.66
17
<0.1%
0.66
17
<0.1%
1.15
17
<0.1%
0.16
17
<0.1%
0.76
16
<0.1%
1.01
16
<0.1%
SMALLEST VALUES
0.0
9,677
34.9%
0.01
9
<0.1%
0.03
3
<0.1%
0.04
1
<0.1%
0.05
4
<0.1%
0.06
1
<0.1%
0.1
9
<0.1%
0.11
7
<0.1%
0.13
8
<0.1%
0.14
1
<0.1%
0.15
10
<0.1%
0.16
17
<0.1%
0.18
11
<0.1%
0.19
1
<0.1%
0.2
8
<0.1%
LARGEST VALUES
5822.16
1
<0.1%
5492.59
1
<0.1%
4672.61
1
<0.1%
4619.49
1
<0.1%
4290.28
1
<0.1%
4071.28
1
<0.1%
4029.49
1
<0.1%
4001.58
1
<0.1%
3985.74
1
<0.1%
3974.29
1
<0.1%
3947.68
1
<0.1%
3944.29
1
<0.1%
3919.86
1
<0.1%
3860.76
1
<0.1%
3743.36
1
<0.1%
std_og_t2t_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
onnet_mou_8
0.85
std_og_t2t_mou_7
0.80
std_og_mou_8
0.74
onnet_mou_7
0.67
total_og_mou_8
0.61
std_og_mou_7
0.60
std_og_t2t_mou_6
0.60
onnet_mou_6
0.49
total_og_mou_7
0.47
std_og_mou_6
0.44
avg_mou_action
0.43
arpu_8
0.31
avg_arpu_action
0.30
avg_rech_amt_action
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.15
monthly_2g_6
0.09
monthly_2g_7
0.09
monthly_2g_8
0.09
churn
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
10,599
38.3%
0.5
26
<0.1%
0.56
23
<0.1%
0.3
21
<0.1%
0.7
20
<0.1%
0.18
19
<0.1%
0.63
19
<0.1%
0.48
18
<0.1%
0.61
18
<0.1%
1.76
18
<0.1%
0.45
18
<0.1%
1.01
18
<0.1%
0.58
17
<0.1%
0.85
17
<0.1%
0.55
17
<0.1%
SMALLEST VALUES
0.0
10,599
38.3%
0.01
11
<0.1%
0.03
5
<0.1%
0.05
4
<0.1%
0.06
6
<0.1%
0.08
3
<0.1%
0.1
6
<0.1%
0.11
5
<0.1%
0.13
5
<0.1%
0.15
10
<0.1%
0.16
9
<0.1%
0.18
19
<0.1%
0.19
1
<0.1%
0.2
11
<0.1%
0.21
11
<0.1%
LARGEST VALUES
6499.96
1
<0.1%
5874.31
1
<0.1%
5233.03
1
<0.1%
4820.16
1
<0.1%
4764.84
1
<0.1%
4686.11
1
<0.1%
4614.13
1
<0.1%
4361.94
1
<0.1%
4241.29
1
<0.1%
4222.78
1
<0.1%
3968.34
1
<0.1%
3966.44
1
<0.1%
3944.94
1
<0.1%
3877.54
1
<0.1%
3840.38
1
<0.1%
std_og_t2m_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
offnet_mou_6
0.81
std_og_mou_6
0.74
std_og_t2m_mou_7
0.73
total_og_mou_6
0.60
offnet_mou_7
0.59
std_og_t2m_mou_8
0.57
std_og_mou_7
0.54
total_mou_good
0.45
offnet_mou_8
0.45
std_og_mou_8
0.43
total_og_mou_7
0.42
arpu_6
0.33
total_rech_amt_6
0.32
total_og_mou_8
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.13
churn
0.10
monthly_2g_7
0.09
monthly_2g_6
0.09
monthly_2g_8
0.09
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
5,358
19.3%
0.66
26
<0.1%
0.56
26
<0.1%
0.76
25
<0.1%
0.31
25
<0.1%
0.58
25
<0.1%
1.11
24
<0.1%
0.45
24
<0.1%
0.36
24
<0.1%
0.4
23
<0.1%
1.36
22
<0.1%
0.38
22
<0.1%
0.98
21
<0.1%
0.46
21
<0.1%
0.68
21
<0.1%
SMALLEST VALUES
0.0
5,358
19.3%
0.01
8
<0.1%
0.03
6
<0.1%
0.05
5
<0.1%
0.06
5
<0.1%
0.08
4
<0.1%
0.1
6
<0.1%
0.11
5
<0.1%
0.13
6
<0.1%
0.15
6
<0.1%
0.16
11
<0.1%
0.18
9
<0.1%
0.19
2
<0.1%
0.2
20
<0.1%
0.21
13
<0.1%
LARGEST VALUES
5317.01
1
<0.1%
4402.61
1
<0.1%
4333.11
1
<0.1%
4165.58
1
<0.1%
4150.84
1
<0.1%
4139.14
1
<0.1%
4103.18
1
<0.1%
4090.19
1
<0.1%
4050.19
1
<0.1%
3919.93
1
<0.1%
3884.23
1
<0.1%
3782.06
1
<0.1%
3733.11
1
<0.1%
3727.04
1
<0.1%
3689.21
1
<0.1%
std_og_t2m_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
offnet_mou_7
0.84
std_og_t2m_mou_8
0.77
std_og_mou_7
0.74
std_og_t2m_mou_6
0.73
offnet_mou_8
0.62
total_og_mou_7
0.62
std_og_mou_8
0.58
offnet_mou_6
0.56
std_og_mou_6
0.52
total_og_mou_8
0.46
avg_mou_action
0.44
total_og_mou_6
0.38
arpu_7
0.36
total_rech_amt_7
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.10
monthly_2g_6
0.09
monthly_2g_8
0.09
monthly_2g_7
0.08
churn
0.06
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
5,498
19.8%
0.35
28
0.1%
0.31
27
<0.1%
0.45
27
<0.1%
0.51
25
<0.1%
0.65
24
<0.1%
0.38
24
<0.1%
1.01
22
<0.1%
0.58
21
<0.1%
0.33
21
<0.1%
0.28
20
<0.1%
0.83
20
<0.1%
1.38
19
<0.1%
0.63
19
<0.1%
0.5
19
<0.1%
SMALLEST VALUES
0.0
5,498
19.8%
0.01
5
<0.1%
0.03
9
<0.1%
0.05
6
<0.1%
0.06
3
<0.1%
0.08
8
<0.1%
0.1
5
<0.1%
0.11
8
<0.1%
0.13
7
<0.1%
0.14
1
<0.1%
0.15
18
<0.1%
0.16
15
<0.1%
0.18
14
<0.1%
0.2
19
<0.1%
0.21
19
<0.1%
LARGEST VALUES
6293.28
1
<0.1%
5411.03
1
<0.1%
5284.38
1
<0.1%
4729.33
1
<0.1%
4689.74
1
<0.1%
4642.03
1
<0.1%
4624.46
1
<0.1%
4536.53
1
<0.1%
4494.48
1
<0.1%
4452.61
1
<0.1%
4450.91
1
<0.1%
4450.01
1
<0.1%
4365.71
1
<0.1%
4291.71
1
<0.1%
4267.94
1
<0.1%
std_og_t2m_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
offnet_mou_8
0.85
std_og_t2m_mou_7
0.77
std_og_mou_8
0.75
offnet_mou_7
0.65
total_og_mou_8
0.64
std_og_mou_7
0.58
std_og_t2m_mou_6
0.57
total_og_mou_7
0.47
avg_mou_action
0.47
offnet_mou_6
0.45
std_og_mou_6
0.42
arpu_8
0.38
total_rech_amt_8
0.37
avg_rech_amt_action
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.15
monthly_2g_6
0.08
monthly_2g_8
0.07
monthly_2g_7
0.07
churn
0.03
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
6,351
22.9%
0.38
26
<0.1%
0.73
26
<0.1%
0.35
26
<0.1%
0.31
25
<0.1%
0.68
25
<0.1%
0.33
24
<0.1%
0.45
24
<0.1%
0.36
24
<0.1%
0.51
23
<0.1%
0.63
23
<0.1%
0.53
21
<0.1%
1.21
21
<0.1%
1.16
20
<0.1%
0.78
20
<0.1%
SMALLEST VALUES
0.0
6,351
22.9%
0.01
10
<0.1%
0.03
10
<0.1%
0.05
7
<0.1%
0.06
5
<0.1%
0.08
3
<0.1%
0.1
7
<0.1%
0.11
16
<0.1%
0.13
4
<0.1%
0.15
13
<0.1%
0.16
9
<0.1%
0.18
11
<0.1%
0.19
1
<0.1%
0.2
13
<0.1%
0.21
18
<0.1%
LARGEST VALUES
13950.04
1
<0.1%
7508.93
1
<0.1%
7078.66
1
<0.1%
6267.58
1
<0.1%
5620.09
1
<0.1%
5609.53
1
<0.1%
5264.09
1
<0.1%
5202.08
1
<0.1%
4904.88
1
<0.1%
4864.56
1
<0.1%
4759.09
1
<0.1%
4629.83
1
<0.1%
4611.89
1
<0.1%
4582.24
1
<0.1%
4519.29
1
<0.1%
std_og_t2f_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_t2f_mou_7
0.71
std_og_t2f_mou_8
0.65
std_ic_t2f_mou_6
0.26
std_ic_t2f_mou_7
0.24
std_ic_t2f_mou_8
0.23
loc_og_t2f_mou_6
0.12
max_rech_amt_8
0.12
max_rech_amt_7
0.11
max_rech_amt_6
0.11
loc_og_t2f_mou_8
0.11
loc_og_t2f_mou_7
0.10
last_day_rch_amt_8
0.10
std_ic_mou_7
0.09
std_ic_mou_6
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.02
decrease_mou_action
0.02
monthly_2g_7
0.01
monthly_2g_8
0.01
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
23,038
83.2%
0.41
30
0.1%
0.81
29
0.1%
0.4
28
0.1%
0.26
28
0.1%
0.5
26
<0.1%
0.25
25
<0.1%
0.18
24
<0.1%
0.65
24
<0.1%
0.51
24
<0.1%
0.61
23
<0.1%
0.35
23
<0.1%
0.38
23
<0.1%
1.01
22
<0.1%
0.16
22
<0.1%
SMALLEST VALUES
0.0
23,038
83.2%
0.01
8
<0.1%
0.03
8
<0.1%
0.05
7
<0.1%
0.06
8
<0.1%
0.08
9
<0.1%
0.1
8
<0.1%
0.11
16
<0.1%
0.13
19
<0.1%
0.15
12
<0.1%
0.16
22
<0.1%
0.18
24
<0.1%
0.19
1
<0.1%
0.2
14
<0.1%
0.21
15
<0.1%
LARGEST VALUES
628.56
1
<0.1%
354.34
1
<0.1%
338.01
1
<0.1%
335.29
1
<0.1%
317.78
1
<0.1%
314.56
1
<0.1%
305.71
1
<0.1%
304.04
1
<0.1%
278.99
1
<0.1%
278.03
1
<0.1%
267.63
1
<0.1%
251.63
1
<0.1%
245.49
1
<0.1%
237.83
1
<0.1%
231.96
1
<0.1%
std_og_t2f_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_t2f_mou_8
0.77
std_og_t2f_mou_6
0.71
std_ic_t2f_mou_7
0.30
std_ic_t2f_mou_8
0.27
std_ic_t2f_mou_6
0.24
max_rech_amt_7
0.13
max_rech_amt_8
0.12
max_rech_amt_6
0.11
std_ic_mou_7
0.11
loc_og_t2f_mou_7
0.11
loc_og_t2f_mou_6
0.10
loc_og_t2f_mou_8
0.10
last_day_rch_amt_8
0.10
std_ic_mou_8
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.02
churn
0.02
monthly_2g_8
0.01
monthly_2g_7
0.01
monthly_2g_6
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
23,113
83.4%
0.48
32
0.1%
0.43
27
<0.1%
0.45
26
<0.1%
0.33
26
<0.1%
0.36
25
<0.1%
0.21
23
<0.1%
0.35
23
<0.1%
0.83
22
<0.1%
0.23
21
<0.1%
0.75
21
<0.1%
0.25
21
<0.1%
0.26
20
<0.1%
0.88
20
<0.1%
0.4
20
<0.1%
SMALLEST VALUES
0.0
23,113
83.4%
0.01
17
<0.1%
0.03
6
<0.1%
0.05
11
<0.1%
0.06
16
<0.1%
0.08
10
<0.1%
0.1
15
<0.1%
0.11
8
<0.1%
0.13
11
<0.1%
0.15
12
<0.1%
0.16
15
<0.1%
0.18
14
<0.1%
0.2
18
<0.1%
0.21
23
<0.1%
0.23
21
<0.1%
LARGEST VALUES
544.63
1
<0.1%
465.79
1
<0.1%
441.26
1
<0.1%
427.83
1
<0.1%
389.01
1
<0.1%
386.88
1
<0.1%
354.46
1
<0.1%
351.11
1
<0.1%
348.78
1
<0.1%
331.01
1
<0.1%
311.98
1
<0.1%
308.64
1
<0.1%
287.39
1
<0.1%
278.31
1
<0.1%
274.06
1
<0.1%
std_og_t2f_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_t2f_mou_7
0.77
std_og_t2f_mou_6
0.65
std_ic_t2f_mou_8
0.27
std_ic_t2f_mou_7
0.26
std_ic_t2f_mou_6
0.22
max_rech_amt_7
0.13
max_rech_amt_8
0.13
loc_og_t2f_mou_8
0.11
max_rech_amt_6
0.11
last_day_rch_amt_8
0.11
loc_og_t2f_mou_7
0.10
loc_og_t2f_mou_6
0.10
last_day_rch_amt_7
0.09
std_ic_mou_7
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.03
churn
0.02
monthly_2g_7
0.01
monthly_2g_6
0.01
monthly_2g_8
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
23,279
84.0%
0.26
26
<0.1%
0.48
26
<0.1%
0.41
24
<0.1%
0.36
23
<0.1%
0.46
23
<0.1%
0.35
23
<0.1%
0.83
22
<0.1%
0.2
22
<0.1%
1.0
22
<0.1%
0.45
22
<0.1%
0.55
21
<0.1%
0.8
21
<0.1%
0.5
21
<0.1%
0.51
20
<0.1%
SMALLEST VALUES
0.0
23,279
84.0%
0.01
17
<0.1%
0.03
11
<0.1%
0.05
16
<0.1%
0.06
9
<0.1%
0.08
9
<0.1%
0.1
19
<0.1%
0.11
14
<0.1%
0.13
13
<0.1%
0.15
14
<0.1%
0.16
14
<0.1%
0.18
11
<0.1%
0.19
1
<0.1%
0.2
22
<0.1%
0.21
19
<0.1%
LARGEST VALUES
516.91
1
<0.1%
445.31
1
<0.1%
354.16
1
<0.1%
339.31
1
<0.1%
317.74
1
<0.1%
306.33
1
<0.1%
305.88
1
<0.1%
289.46
1
<0.1%
264.33
1
<0.1%
257.78
1
<0.1%
253.13
1
<0.1%
252.83
1
<0.1%
250.51
1
<0.1%
243.63
1
<0.1%
232.81
1
<0.1%
std_og_t2c_mou_6
MISSING:
---
TOP CATEGORIES
0.0
27,705
100%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
std_og_t2c_mou_6
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
0.00
decrease_mou_action
0.00
churn
-0.00
monthly_2g_8
-0.00
monthly_2g_7
-0.00

THESE FEATURES
GIVE INFORMATION
ON std_og_t2c_mou_6:
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
1.00
monthly_2g_7
1.00
monthly_2g_8
1.00
churn
1.00
decrease_mou_action
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
std_og_t2c_mou_6
CORRELATION RATIO WITH...
arpu_6
0.00
arpu_7
0.00
arpu_8
0.00
onnet_mou_6
0.00
onnet_mou_7
0.00
onnet_mou_8
0.00
offnet_mou_6
0.00
offnet_mou_7
0.00
offnet_mou_8
0.00
roam_ic_mou_6
0.00
roam_ic_mou_7
0.00
roam_ic_mou_8
0.00
roam_og_mou_6
0.00
roam_og_mou_7
0.00
std_og_t2c_mou_7
MISSING:
---
TOP CATEGORIES
0.0
27,705
100%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
std_og_t2c_mou_7
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
0.00
decrease_mou_action
0.00
churn
-0.00
monthly_2g_8
-0.00
monthly_2g_7
-0.00

THESE FEATURES
GIVE INFORMATION
ON std_og_t2c_mou_7:
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
1.00
monthly_2g_7
1.00
monthly_2g_8
1.00
churn
1.00
decrease_mou_action
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
std_og_t2c_mou_7
CORRELATION RATIO WITH...
arpu_6
0.00
arpu_7
0.00
arpu_8
0.00
onnet_mou_6
0.00
onnet_mou_7
0.00
onnet_mou_8
0.00
offnet_mou_6
0.00
offnet_mou_7
0.00
offnet_mou_8
0.00
roam_ic_mou_6
0.00
roam_ic_mou_7
0.00
roam_ic_mou_8
0.00
roam_og_mou_6
0.00
roam_og_mou_7
0.00
std_og_t2c_mou_8
MISSING:
---
TOP CATEGORIES
0.0
27,705
100%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
std_og_t2c_mou_8
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
0.00
decrease_mou_action
0.00
churn
-0.00
monthly_2g_8
-0.00
monthly_2g_7
-0.00

THESE FEATURES
GIVE INFORMATION
ON std_og_t2c_mou_8:
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
1.00
monthly_2g_7
1.00
monthly_2g_8
1.00
churn
1.00
decrease_mou_action
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
std_og_t2c_mou_8
CORRELATION RATIO WITH...
arpu_6
0.00
arpu_7
0.00
arpu_8
0.00
onnet_mou_6
0.00
onnet_mou_7
0.00
onnet_mou_8
0.00
offnet_mou_6
0.00
offnet_mou_7
0.00
offnet_mou_8
0.00
roam_ic_mou_6
0.00
roam_ic_mou_7
0.00
roam_ic_mou_8
0.00
roam_og_mou_6
0.00
roam_og_mou_7
0.00
std_og_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_og_mou_6
0.80
std_og_t2t_mou_6
0.74
std_og_t2m_mou_6
0.74
std_og_mou_7
0.72
total_mou_good
0.60
onnet_mou_6
0.58
std_og_mou_8
0.58
total_og_mou_7
0.55
offnet_mou_6
0.53
std_og_t2t_mou_7
0.53
std_og_t2m_mou_7
0.52
std_og_t2t_mou_8
0.44
arpu_6
0.42
std_og_t2m_mou_8
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.17
churn
0.14
monthly_2g_7
0.14
monthly_2g_8
0.13
monthly_2g_6
0.13
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
3,826
13.8%
0.56
25
<0.1%
0.36
20
<0.1%
1.11
20
<0.1%
0.58
20
<0.1%
0.31
20
<0.1%
0.41
20
<0.1%
1.06
20
<0.1%
0.4
19
<0.1%
0.53
18
<0.1%
0.76
18
<0.1%
0.2
18
<0.1%
0.66
18
<0.1%
0.6
17
<0.1%
0.45
17
<0.1%
SMALLEST VALUES
0.0
3,826
13.8%
0.01
11
<0.1%
0.03
5
<0.1%
0.05
4
<0.1%
0.06
8
<0.1%
0.08
2
<0.1%
0.1
4
<0.1%
0.11
9
<0.1%
0.13
7
<0.1%
0.15
5
<0.1%
0.16
13
<0.1%
0.18
11
<0.1%
0.19
1
<0.1%
0.2
18
<0.1%
0.21
13
<0.1%
LARGEST VALUES
5571.13
1
<0.1%
5392.16
1
<0.1%
4844.29
1
<0.1%
4819.69
1
<0.1%
4774.24
1
<0.1%
4501.31
1
<0.1%
4437.61
1
<0.1%
4420.66
1
<0.1%
4413.56
1
<0.1%
4403.54
1
<0.1%
4372.38
1
<0.1%
4330.74
1
<0.1%
4316.08
1
<0.1%
4301.21
1
<0.1%
4232.09
1
<0.1%
std_og_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_og_mou_7
0.82
std_og_mou_8
0.79
std_og_t2m_mou_7
0.74
std_og_t2t_mou_7
0.73
std_og_mou_6
0.72
total_og_mou_8
0.61
std_og_t2t_mou_8
0.60
onnet_mou_7
0.58
std_og_t2m_mou_8
0.58
avg_mou_action
0.57
offnet_mou_7
0.56
std_og_t2m_mou_6
0.54
std_og_t2t_mou_6
0.52
total_og_mou_6
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.13
monthly_2g_6
0.13
monthly_2g_7
0.13
monthly_2g_8
0.13
churn
0.08
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
3,932
14.2%
0.31
26
<0.1%
0.45
24
<0.1%
0.2
23
<0.1%
0.33
22
<0.1%
0.5
20
<0.1%
0.35
20
<0.1%
0.65
19
<0.1%
0.28
19
<0.1%
0.76
19
<0.1%
0.68
17
<0.1%
0.51
17
<0.1%
0.78
17
<0.1%
2.38
16
<0.1%
1.05
16
<0.1%
SMALLEST VALUES
0.0
3,932
14.2%
0.01
6
<0.1%
0.03
2
<0.1%
0.04
1
<0.1%
0.05
5
<0.1%
0.06
1
<0.1%
0.08
10
<0.1%
0.1
9
<0.1%
0.11
4
<0.1%
0.13
9
<0.1%
0.15
15
<0.1%
0.16
12
<0.1%
0.18
12
<0.1%
0.2
23
<0.1%
0.21
13
<0.1%
LARGEST VALUES
6970.08
1
<0.1%
6293.28
1
<0.1%
6088.91
1
<0.1%
5631.91
1
<0.1%
5571.76
1
<0.1%
5417.96
1
<0.1%
5329.21
1
<0.1%
5131.03
1
<0.1%
4994.81
1
<0.1%
4872.38
1
<0.1%
4804.16
1
<0.1%
4729.33
1
<0.1%
4703.28
1
<0.1%
4676.64
1
<0.1%
4643.54
1
<0.1%
std_og_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_og_mou_8
0.84
std_og_mou_7
0.79
std_og_t2m_mou_8
0.75
std_og_t2t_mou_8
0.74
total_og_mou_7
0.64
onnet_mou_8
0.61
avg_mou_action
0.60
offnet_mou_8
0.59
std_og_t2t_mou_7
0.58
std_og_t2m_mou_7
0.58
std_og_mou_6
0.58
arpu_8
0.47
onnet_mou_7
0.46
total_rech_amt_8
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.20
monthly_2g_6
0.11
monthly_2g_7
0.11
monthly_2g_8
0.10
churn
0.03
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
4,704
17.0%
0.45
25
<0.1%
0.35
24
<0.1%
0.83
22
<0.1%
0.43
21
<0.1%
0.3
21
<0.1%
1.11
21
<0.1%
0.88
21
<0.1%
0.48
20
<0.1%
0.68
20
<0.1%
0.33
20
<0.1%
1.21
19
<0.1%
0.36
18
<0.1%
0.96
18
<0.1%
0.31
18
<0.1%
SMALLEST VALUES
0.0
4,704
17.0%
0.01
10
<0.1%
0.03
14
<0.1%
0.05
7
<0.1%
0.06
4
<0.1%
0.08
4
<0.1%
0.1
8
<0.1%
0.11
11
<0.1%
0.13
4
<0.1%
0.15
13
<0.1%
0.16
5
<0.1%
0.18
10
<0.1%
0.19
1
<0.1%
0.2
18
<0.1%
0.21
15
<0.1%
LARGEST VALUES
13980.06
1
<0.1%
7519.28
1
<0.1%
7078.66
1
<0.1%
6957.41
1
<0.1%
6518.09
1
<0.1%
6378.14
1
<0.1%
5972.01
1
<0.1%
5956.86
1
<0.1%
5851.99
1
<0.1%
5825.66
1
<0.1%
5764.14
1
<0.1%
5439.29
1
<0.1%
5432.28
1
<0.1%
5340.59
1
<0.1%
5269.71
1
<0.1%
isd_og_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
isd_og_mou_7
0.71
isd_og_mou_8
0.62
isd_ic_mou_6
0.14
isd_ic_mou_7
0.13
arpu_6
0.12
isd_ic_mou_8
0.12
total_rech_amt_6
0.12
avg_rech_amt_6_7
0.11
avg_arpu_action
0.08
avg_rech_amt_action
0.08
total_rech_amt_8
0.08
arpu_8
0.08
max_rech_amt_6
0.08
arpu_7
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.02
monthly_2g_6
0.01
churn
0.01
monthly_2g_8
0.01
decrease_mou_action
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
25,408
91.7%
1.01
56
0.2%
0.01
44
0.2%
0.03
36
0.1%
0.25
32
0.1%
0.21
32
0.1%
0.18
30
0.1%
0.3
29
0.1%
0.06
28
0.1%
0.1
28
0.1%
2.01
27
<0.1%
0.2
26
<0.1%
0.35
25
<0.1%
0.31
24
<0.1%
0.11
23
<0.1%
SMALLEST VALUES
0.0
25,408
91.7%
0.01
44
0.2%
0.03
36
0.1%
0.05
19
<0.1%
0.06
28
0.1%
0.08
18
<0.1%
0.09
4
<0.1%
0.1
28
0.1%
0.11
23
<0.1%
0.13
20
<0.1%
0.14
1
<0.1%
0.15
20
<0.1%
0.16
18
<0.1%
0.18
30
0.1%
0.19
3
<0.1%
LARGEST VALUES
723.64
1
<0.1%
459.44
1
<0.1%
360.16
1
<0.1%
345.14
1
<0.1%
340.91
1
<0.1%
332.54
1
<0.1%
314.84
1
<0.1%
301.69
1
<0.1%
281.69
1
<0.1%
277.48
1
<0.1%
248.48
1
<0.1%
245.94
1
<0.1%
235.29
1
<0.1%
231.56
1
<0.1%
223.53
1
<0.1%
isd_og_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
isd_og_mou_6
0.71
isd_og_mou_8
0.63
arpu_7
0.15
total_rech_amt_7
0.14
avg_arpu_action
0.14
avg_rech_amt_action
0.13
avg_rech_amt_6_7
0.13
isd_ic_mou_7
0.11
arpu_8
0.10
total_rech_amt_8
0.10
isd_ic_mou_6
0.10
isd_ic_mou_8
0.10
total_rech_amt_6
0.08
max_rech_amt_8
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.03
monthly_2g_7
0.01
churn
0.01
monthly_2g_6
0.01
monthly_2g_8
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
25,524
92.1%
0.01
50
0.2%
1.01
35
0.1%
0.08
33
0.1%
0.05
32
0.1%
0.03
30
0.1%
0.06
29
0.1%
0.25
26
<0.1%
0.11
26
<0.1%
0.1
26
<0.1%
0.15
25
<0.1%
0.28
23
<0.1%
0.26
21
<0.1%
0.23
21
<0.1%
0.31
21
<0.1%
SMALLEST VALUES
0.0
25,524
92.1%
0.01
50
0.2%
0.03
30
0.1%
0.05
32
0.1%
0.06
29
0.1%
0.08
33
0.1%
0.1
26
<0.1%
0.11
26
<0.1%
0.13
20
<0.1%
0.14
1
<0.1%
0.15
25
<0.1%
0.16
17
<0.1%
0.18
12
<0.1%
0.19
2
<0.1%
0.2
11
<0.1%
LARGEST VALUES
643.66
1
<0.1%
382.16
1
<0.1%
364.09
1
<0.1%
333.24
1
<0.1%
307.69
1
<0.1%
293.71
1
<0.1%
281.36
1
<0.1%
280.38
1
<0.1%
265.68
1
<0.1%
261.61
1
<0.1%
244.89
1
<0.1%
234.86
1
<0.1%
228.38
1
<0.1%
227.14
1
<0.1%
224.23
1
<0.1%
isd_og_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
isd_og_mou_7
0.63
isd_og_mou_6
0.62
arpu_8
0.19
total_rech_amt_8
0.18
avg_arpu_action
0.16
avg_rech_amt_action
0.15
isd_ic_mou_8
0.12
isd_ic_mou_7
0.10
avg_rech_amt_6_7
0.09
arpu_7
0.09
max_rech_amt_8
0.08
total_rech_amt_7
0.08
isd_ic_mou_6
0.08
arpu_6
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.03
monthly_2g_7
0.02
churn
0.02
monthly_2g_6
0.01
monthly_2g_8
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
25,810
93.2%
0.01
42
0.2%
1.01
32
0.1%
0.03
29
0.1%
0.16
23
<0.1%
0.06
23
<0.1%
0.08
23
<0.1%
0.23
22
<0.1%
0.11
22
<0.1%
0.28
22
<0.1%
0.15
21
<0.1%
0.1
21
<0.1%
0.18
20
<0.1%
0.33
19
<0.1%
0.63
19
<0.1%
SMALLEST VALUES
0.0
25,810
93.2%
0.01
42
0.2%
0.03
29
0.1%
0.05
9
<0.1%
0.06
23
<0.1%
0.08
23
<0.1%
0.1
21
<0.1%
0.11
22
<0.1%
0.13
19
<0.1%
0.15
21
<0.1%
0.16
23
<0.1%
0.18
20
<0.1%
0.2
18
<0.1%
0.21
13
<0.1%
0.23
22
<0.1%
LARGEST VALUES
664.09
1
<0.1%
601.31
1
<0.1%
521.91
1
<0.1%
503.53
1
<0.1%
476.29
1
<0.1%
432.33
1
<0.1%
420.48
1
<0.1%
364.74
1
<0.1%
363.49
1
<0.1%
358.88
1
<0.1%
353.31
1
<0.1%
343.38
1
<0.1%
339.26
1
<0.1%
308.94
1
<0.1%
306.66
1
<0.1%
spl_og_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_og_t2c_mou_6
0.53
spl_og_mou_7
0.48
spl_og_mou_8
0.42
loc_og_t2c_mou_7
0.24
og_others_6
0.20
loc_og_t2c_mou_8
0.19
total_rech_num_6
0.18
total_og_mou_6
0.14
total_mou_good
0.13
arpu_6
0.12
total_rech_num_7
0.12
avg_rech_num_action
0.11
std_og_mou_6
0.11
total_rech_amt_6
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.06
monthly_2g_7
0.02
monthly_2g_8
0.02
monthly_2g_6
0.01
churn
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
12,980
46.9%
0.01
91
0.3%
0.03
87
0.3%
0.08
74
0.3%
0.16
68
0.2%
0.05
66
0.2%
0.06
65
0.2%
0.21
64
0.2%
0.1
62
0.2%
0.55
61
0.2%
0.63
61
0.2%
1.08
60
0.2%
0.31
57
0.2%
0.36
57
0.2%
0.15
57
0.2%
SMALLEST VALUES
0.0
12,980
46.9%
0.01
91
0.3%
0.03
87
0.3%
0.04
2
<0.1%
0.05
66
0.2%
0.06
65
0.2%
0.08
74
0.3%
0.09
3
<0.1%
0.1
62
0.2%
0.11
56
0.2%
0.13
40
0.1%
0.14
6
<0.1%
0.15
57
0.2%
0.16
68
0.2%
0.18
50
0.2%
LARGEST VALUES
811.86
1
<0.1%
537.88
1
<0.1%
456.94
1
<0.1%
447.33
1
<0.1%
385.69
1
<0.1%
342.86
1
<0.1%
338.39
1
<0.1%
338.09
1
<0.1%
337.16
1
<0.1%
313.19
1
<0.1%
303.54
1
<0.1%
294.94
1
<0.1%
291.46
1
<0.1%
285.56
1
<0.1%
273.14
1
<0.1%
spl_og_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
spl_og_mou_8
0.59
loc_og_t2c_mou_7
0.57
spl_og_mou_6
0.48
loc_og_t2c_mou_8
0.33
loc_og_t2c_mou_6
0.21
total_rech_num_7
0.19
og_others_6
0.18
avg_rech_num_action
0.18
total_og_mou_7
0.16
total_rech_num_8
0.14
std_og_mou_7
0.13
total_rech_num_6
0.13
avg_mou_action
0.12
std_og_t2t_mou_7
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.05
monthly_2g_8
0.03
monthly_2g_6
0.03
monthly_2g_7
0.02
churn
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
11,727
42.3%
0.01
91
0.3%
0.08
75
0.3%
0.03
69
0.2%
0.05
65
0.2%
0.16
61
0.2%
0.06
59
0.2%
0.11
58
0.2%
0.18
52
0.2%
0.91
52
0.2%
0.23
49
0.2%
0.26
49
0.2%
0.81
49
0.2%
0.73
48
0.2%
1.01
47
0.2%
SMALLEST VALUES
0.0
11,727
42.3%
0.01
91
0.3%
0.03
69
0.2%
0.04
3
<0.1%
0.05
65
0.2%
0.06
59
0.2%
0.08
75
0.3%
0.09
2
<0.1%
0.1
39
0.1%
0.11
58
0.2%
0.13
44
0.2%
0.14
3
<0.1%
0.15
45
0.2%
0.16
61
0.2%
0.18
52
0.2%
LARGEST VALUES
1125.31
1
<0.1%
788.26
1
<0.1%
631.21
1
<0.1%
558.06
1
<0.1%
549.09
1
<0.1%
538.63
1
<0.1%
481.09
1
<0.1%
434.18
1
<0.1%
404.83
1
<0.1%
388.78
1
<0.1%
388.76
1
<0.1%
372.56
1
<0.1%
370.14
1
<0.1%
359.54
1
<0.1%
352.94
1
<0.1%
spl_og_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
spl_og_mou_7
0.59
loc_og_t2c_mou_8
0.46
spl_og_mou_6
0.42
loc_og_t2c_mou_7
0.29
total_rech_num_8
0.18
avg_rech_num_action
0.17
loc_og_t2c_mou_6
0.16
total_og_mou_8
0.16
total_rech_num_7
0.14
og_others_6
0.14
avg_mou_action
0.13
std_og_mou_8
0.12
total_og_mou_7
0.12
std_og_t2t_mou_8
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.05
churn
0.04
monthly_2g_6
0.03
monthly_2g_8
0.02
monthly_2g_7
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
11,927
43.0%
0.01
106
0.4%
0.08
82
0.3%
0.05
71
0.3%
0.13
69
0.2%
0.03
68
0.2%
0.06
61
0.2%
0.1
59
0.2%
0.63
56
0.2%
0.16
53
0.2%
1.01
52
0.2%
0.4
51
0.2%
0.88
51
0.2%
0.41
50
0.2%
0.61
49
0.2%
SMALLEST VALUES
0.0
11,927
43.0%
0.01
106
0.4%
0.03
68
0.2%
0.04
1
<0.1%
0.05
71
0.3%
0.06
61
0.2%
0.08
82
0.3%
0.09
4
<0.1%
0.1
59
0.2%
0.11
47
0.2%
0.13
69
0.2%
0.14
4
<0.1%
0.15
42
0.2%
0.16
53
0.2%
0.18
43
0.2%
LARGEST VALUES
1390.88
1
<0.1%
954.51
1
<0.1%
783.78
1
<0.1%
593.36
1
<0.1%
549.14
1
<0.1%
531.14
1
<0.1%
514.29
1
<0.1%
507.68
1
<0.1%
478.38
1
<0.1%
475.66
1
<0.1%
471.03
1
<0.1%
437.48
1
<0.1%
408.89
1
<0.1%
408.01
1
<0.1%
401.04
1
<0.1%
og_others_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_rech_num_6
0.27
spl_og_mou_6
0.20
total_rech_num_7
0.19
avg_rech_num_action
0.19
spl_og_mou_7
0.18
total_rech_num_8
0.16
og_others_8
0.15
spl_og_mou_8
0.14
total_og_mou_6
0.13
og_others_7
0.12
total_mou_good
0.12
arpu_6
0.11
max_rech_amt_7
-0.10
std_og_mou_6
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.07
monthly_2g_6
0.04
monthly_2g_8
0.04
monthly_2g_7
0.04
churn
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
21,332
77.0%
0.21
99
0.4%
0.43
53
0.2%
0.86
47
0.2%
0.65
47
0.2%
0.76
47
0.2%
0.56
45
0.2%
0.63
44
0.2%
0.66
43
0.2%
0.4
41
0.1%
0.68
41
0.1%
0.8
39
0.1%
0.78
39
0.1%
0.81
38
0.1%
0.98
38
0.1%
SMALLEST VALUES
0.0
21,332
77.0%
0.01
21
<0.1%
0.03
22
<0.1%
0.04
1
<0.1%
0.05
7
<0.1%
0.06
3
<0.1%
0.08
9
<0.1%
0.1
7
<0.1%
0.11
7
<0.1%
0.13
8
<0.1%
0.14
1
<0.1%
0.15
18
<0.1%
0.16
18
<0.1%
0.18
8
<0.1%
0.2
32
0.1%
LARGEST VALUES
100.61
1
<0.1%
74.21
1
<0.1%
70.51
1
<0.1%
67.69
1
<0.1%
52.29
1
<0.1%
46.94
1
<0.1%
43.09
1
<0.1%
42.53
1
<0.1%
41.16
1
<0.1%
40.83
1
<0.1%
40.61
1
<0.1%
40.34
1
<0.1%
37.78
1
<0.1%
34.39
1
<0.1%
31.19
1
<0.1%
og_others_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
og_others_8
0.20
og_others_6
0.12
monthly_3g_7
0.05
jul_vbc_3g
0.03
vol_3g_mb_7
0.03
vol_2g_mb_6
0.02
max_rech_amt_6
0.02
ic_others_7
0.02
loc_og_t2f_mou_8
0.02
ic_others_8
0.02
aon
0.02
ic_others_6
0.02
roam_og_mou_8
0.02
arpu_7
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.01
monthly_2g_6
0.00
churn
0.00
monthly_2g_7
0.00
monthly_2g_8
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
27,550
99.4%
0.16
4
<0.1%
0.38
4
<0.1%
0.05
3
<0.1%
0.35
3
<0.1%
1.61
3
<0.1%
2.11
2
<0.1%
0.25
2
<0.1%
1.41
2
<0.1%
1.11
2
<0.1%
0.01
2
<0.1%
0.4
2
<0.1%
3.65
2
<0.1%
0.06
2
<0.1%
0.33
2
<0.1%
SMALLEST VALUES
0.0
27,550
99.4%
0.01
2
<0.1%
0.03
2
<0.1%
0.05
3
<0.1%
0.06
2
<0.1%
0.08
1
<0.1%
0.11
1
<0.1%
0.13
1
<0.1%
0.15
1
<0.1%
0.16
4
<0.1%
0.18
2
<0.1%
0.2
2
<0.1%
0.21
2
<0.1%
0.23
1
<0.1%
0.25
2
<0.1%
LARGEST VALUES
221.94
1
<0.1%
132.28
1
<0.1%
98.53
1
<0.1%
66.56
1
<0.1%
42.93
1
<0.1%
28.96
1
<0.1%
25.79
1
<0.1%
24.33
1
<0.1%
23.56
1
<0.1%
17.04
1
<0.1%
14.56
1
<0.1%
14.15
1
<0.1%
13.78
1
<0.1%
13.3
1
<0.1%
12.76
1
<0.1%
og_others_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
og_others_7
0.20
og_others_6
0.15
ic_others_7
0.09
ic_others_8
0.07
loc_ic_t2t_mou_8
0.03
ic_others_6
0.02
loc_ic_t2t_mou_6
0.02
loc_og_t2t_mou_7
0.02
loc_ic_t2t_mou_7
0.02
total_ic_mou_8
0.02
sachet_3g_8
0.02
loc_og_mou_7
0.02
total_ic_mou_7
0.01
loc_og_t2m_mou_8
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.01
monthly_2g_7
0.00
monthly_2g_8
0.00
churn
0.00
monthly_2g_6
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
27,530
99.4%
0.16
6
<0.1%
0.3
4
<0.1%
2.26
4
<0.1%
0.01
4
<0.1%
0.63
3
<0.1%
1.03
3
<0.1%
0.11
3
<0.1%
0.21
3
<0.1%
0.05
3
<0.1%
0.78
3
<0.1%
0.48
3
<0.1%
0.66
2
<0.1%
0.35
2
<0.1%
0.26
2
<0.1%
SMALLEST VALUES
0.0
27,530
99.4%
0.01
4
<0.1%
0.03
1
<0.1%
0.05
3
<0.1%
0.06
2
<0.1%
0.08
2
<0.1%
0.1
1
<0.1%
0.11
3
<0.1%
0.15
1
<0.1%
0.16
6
<0.1%
0.18
2
<0.1%
0.2
1
<0.1%
0.21
3
<0.1%
0.23
2
<0.1%
0.25
1
<0.1%
LARGEST VALUES
394.93
1
<0.1%
134.88
1
<0.1%
101.66
1
<0.1%
81.36
1
<0.1%
73.73
1
<0.1%
43.76
1
<0.1%
43.51
1
<0.1%
39.76
1
<0.1%
37.21
1
<0.1%
30.51
1
<0.1%
24.29
1
<0.1%
16.63
1
<0.1%
16.45
1
<0.1%
15.16
1
<0.1%
14.06
1
<0.1%
total_og_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_mou_good
0.88
std_og_mou_6
0.80
onnet_mou_6
0.70
offnet_mou_6
0.69
total_og_mou_7
0.65
arpu_6
0.61
std_og_t2m_mou_6
0.60
total_rech_amt_6
0.59
std_og_t2t_mou_6
0.58
avg_rech_amt_6_7
0.53
avg_mou_action
0.53
std_og_mou_7
0.51
total_og_mou_8
0.50
onnet_mou_7
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.27
monthly_2g_7
0.12
monthly_2g_6
0.11
monthly_2g_8
0.10
churn
0.08
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
654
2.4%
512.89
5
<0.1%
619.71
5
<0.1%
202.89
5
<0.1%
318.76
5
<0.1%
296.48
5
<0.1%
350.78
4
<0.1%
720.56
4
<0.1%
190.59
4
<0.1%
237.03
4
<0.1%
336.94
4
<0.1%
382.86
4
<0.1%
237.04
4
<0.1%
708.46
4
<0.1%
839.01
4
<0.1%
SMALLEST VALUES
0.0
654
2.4%
0.03
1
<0.1%
0.1
1
<0.1%
0.16
1
<0.1%
0.18
2
<0.1%
0.21
3
<0.1%
0.25
1
<0.1%
0.26
2
<0.1%
0.3
1
<0.1%
0.34
1
<0.1%
0.36
1
<0.1%
0.41
3
<0.1%
0.43
2
<0.1%
0.51
1
<0.1%
0.53
1
<0.1%
LARGEST VALUES
6226.58
1
<0.1%
6039.33
1
<0.1%
5560.24
1
<0.1%
5441.31
1
<0.1%
5423.59
1
<0.1%
5407.26
1
<0.1%
5361.68
1
<0.1%
5340.09
1
<0.1%
5315.24
1
<0.1%
5233.26
1
<0.1%
5055.66
1
<0.1%
4973.99
1
<0.1%
4945.09
1
<0.1%
4887.88
1
<0.1%
4774.74
1
<0.1%
total_og_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_mou_7
0.82
avg_mou_action
0.81
total_og_mou_8
0.75
onnet_mou_7
0.70
offnet_mou_7
0.68
total_og_mou_6
0.65
std_og_mou_8
0.64
std_og_t2m_mou_7
0.62
arpu_7
0.60
std_og_t2t_mou_7
0.59
total_rech_amt_7
0.58
onnet_mou_8
0.57
avg_arpu_action
0.55
std_og_mou_6
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.16
monthly_2g_6
0.12
monthly_2g_7
0.12
monthly_2g_8
0.11
churn
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
530
1.9%
438.78
6
<0.1%
480.36
5
<0.1%
192.71
4
<0.1%
249.26
4
<0.1%
411.46
4
<0.1%
293.83
4
<0.1%
776.56
4
<0.1%
230.99
4
<0.1%
111.53
4
<0.1%
529.13
4
<0.1%
267.56
4
<0.1%
300.33
4
<0.1%
325.69
4
<0.1%
512.76
4
<0.1%
SMALLEST VALUES
0.0
530
1.9%
0.01
2
<0.1%
0.05
1
<0.1%
0.15
1
<0.1%
0.16
2
<0.1%
0.18
1
<0.1%
0.21
1
<0.1%
0.23
1
<0.1%
0.25
1
<0.1%
0.28
1
<0.1%
0.3
1
<0.1%
0.33
1
<0.1%
0.35
1
<0.1%
0.4
1
<0.1%
0.45
1
<0.1%
LARGEST VALUES
8224.16
1
<0.1%
7939.93
1
<0.1%
7089.41
1
<0.1%
6433.73
1
<0.1%
6424.44
1
<0.1%
6395.83
1
<0.1%
6239.04
1
<0.1%
5970.48
1
<0.1%
5766.44
1
<0.1%
5750.84
1
<0.1%
5702.18
1
<0.1%
5505.41
1
<0.1%
5480.61
1
<0.1%
5456.04
1
<0.1%
5413.16
1
<0.1%
total_og_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_mou_8
0.84
avg_mou_action
0.83
total_og_mou_7
0.75
offnet_mou_8
0.72
onnet_mou_8
0.71
arpu_8
0.64
std_og_t2m_mou_8
0.64
total_rech_amt_8
0.62
avg_arpu_action
0.61
avg_rech_amt_action
0.61
std_og_mou_7
0.61
std_og_t2t_mou_8
0.61
onnet_mou_7
0.53
offnet_mou_7
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.26
churn
0.10
monthly_2g_6
0.10
monthly_2g_7
0.09
monthly_2g_8
0.08
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
1,091
3.9%
0.23
6
<0.1%
386.03
5
<0.1%
930.34
5
<0.1%
410.53
5
<0.1%
190.24
5
<0.1%
385.99
5
<0.1%
324.14
5
<0.1%
138.51
5
<0.1%
302.71
5
<0.1%
265.08
4
<0.1%
357.78
4
<0.1%
23.81
4
<0.1%
418.06
4
<0.1%
447.43
4
<0.1%
SMALLEST VALUES
0.0
1,091
3.9%
0.01
3
<0.1%
0.03
2
<0.1%
0.06
1
<0.1%
0.08
1
<0.1%
0.11
2
<0.1%
0.13
1
<0.1%
0.15
3
<0.1%
0.16
1
<0.1%
0.21
2
<0.1%
0.23
6
<0.1%
0.25
4
<0.1%
0.26
1
<0.1%
0.28
3
<0.1%
0.29
2
<0.1%
LARGEST VALUES
14043.06
1
<0.1%
10882.86
1
<0.1%
7885.29
1
<0.1%
7818.01
1
<0.1%
7697.53
1
<0.1%
7121.63
1
<0.1%
6853.03
1
<0.1%
6668.31
1
<0.1%
6578.48
1
<0.1%
6183.18
1
<0.1%
6084.28
1
<0.1%
5909.98
1
<0.1%
5888.44
1
<0.1%
5887.06
1
<0.1%
5877.81
1
<0.1%
loc_ic_t2t_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_t2t_mou_7
0.81
loc_ic_t2t_mou_8
0.71
loc_ic_mou_6
0.67
total_ic_mou_6
0.60
loc_ic_mou_7
0.57
total_ic_mou_7
0.50
loc_ic_mou_8
0.50
total_ic_mou_8
0.43
total_mou_good
0.34
loc_og_t2t_mou_6
0.28
loc_og_mou_6
0.26
avg_mou_action
0.24
loc_og_t2t_mou_7
0.22
loc_og_mou_7
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.09
monthly_2g_6
0.05
monthly_2g_8
0.05
churn
0.04
monthly_2g_7
0.04
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
1,604
5.8%
0.31
22
<0.1%
0.68
21
<0.1%
0.4
20
<0.1%
1.41
20
<0.1%
0.46
20
<0.1%
0.58
19
<0.1%
0.16
19
<0.1%
0.81
18
<0.1%
0.38
18
<0.1%
0.28
18
<0.1%
1.93
18
<0.1%
0.51
18
<0.1%
0.63
17
<0.1%
1.33
17
<0.1%
SMALLEST VALUES
0.0
1,604
5.8%
0.01
9
<0.1%
0.03
2
<0.1%
0.05
7
<0.1%
0.06
2
<0.1%
0.1
6
<0.1%
0.11
5
<0.1%
0.13
10
<0.1%
0.15
9
<0.1%
0.16
19
<0.1%
0.18
16
<0.1%
0.2
11
<0.1%
0.21
13
<0.1%
0.23
13
<0.1%
0.25
12
<0.1%
LARGEST VALUES
6351.44
1
<0.1%
4301.58
1
<0.1%
3924.26
1
<0.1%
3864.36
1
<0.1%
3755.04
1
<0.1%
3307.53
1
<0.1%
3137.61
1
<0.1%
3074.71
1
<0.1%
2969.18
1
<0.1%
2912.38
1
<0.1%
2877.41
1
<0.1%
2873.44
1
<0.1%
2862.33
1
<0.1%
2713.28
1
<0.1%
2683.13
1
<0.1%
loc_ic_t2t_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_t2t_mou_6
0.81
loc_ic_t2t_mou_8
0.81
loc_ic_mou_7
0.68
total_ic_mou_7
0.60
loc_ic_mou_8
0.56
loc_ic_mou_6
0.56
total_ic_mou_6
0.49
total_ic_mou_8
0.49
avg_mou_action
0.31
total_mou_good
0.27
loc_og_t2t_mou_6
0.27
loc_og_t2t_mou_7
0.26
loc_og_mou_7
0.25
loc_og_mou_6
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.05
churn
0.05
monthly_2g_8
0.04
monthly_2g_7
0.04
decrease_mou_action
0.03
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
1,247
4.5%
0.78
28
0.1%
0.91
21
<0.1%
0.66
20
<0.1%
0.53
20
<0.1%
0.46
20
<0.1%
0.86
19
<0.1%
0.31
19
<0.1%
3.31
18
<0.1%
1.18
18
<0.1%
5.08
18
<0.1%
0.76
17
<0.1%
4.29
17
<0.1%
2.31
17
<0.1%
1.31
17
<0.1%
SMALLEST VALUES
0.0
1,247
4.5%
0.01
11
<0.1%
0.03
8
<0.1%
0.05
3
<0.1%
0.06
1
<0.1%
0.08
6
<0.1%
0.1
5
<0.1%
0.11
7
<0.1%
0.13
10
<0.1%
0.15
7
<0.1%
0.16
9
<0.1%
0.18
14
<0.1%
0.2
14
<0.1%
0.21
10
<0.1%
0.23
8
<0.1%
LARGEST VALUES
5709.59
1
<0.1%
5080.88
1
<0.1%
4920.76
1
<0.1%
3710.59
1
<0.1%
3580.63
1
<0.1%
3465.94
1
<0.1%
3267.28
1
<0.1%
3245.28
1
<0.1%
3242.31
1
<0.1%
3200.58
1
<0.1%
3052.46
1
<0.1%
3003.43
1
<0.1%
3001.03
1
<0.1%
2902.98
1
<0.1%
2884.21
1
<0.1%
loc_ic_t2t_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_t2t_mou_7
0.81
loc_ic_t2t_mou_6
0.71
loc_ic_mou_8
0.68
total_ic_mou_8
0.59
loc_ic_mou_7
0.59
total_ic_mou_7
0.51
loc_ic_mou_6
0.51
total_ic_mou_6
0.45
avg_mou_action
0.33
loc_og_t2t_mou_8
0.28
loc_og_mou_8
0.27
loc_og_t2t_mou_6
0.26
loc_og_t2t_mou_7
0.25
loc_og_mou_7
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.07
decrease_mou_action
0.07
monthly_2g_6
0.05
monthly_2g_8
0.05
monthly_2g_7
0.04
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
1,922
6.9%
0.36
25
<0.1%
0.53
24
<0.1%
0.96
20
<0.1%
3.01
19
<0.1%
0.76
19
<0.1%
0.65
18
<0.1%
1.63
18
<0.1%
6.39
18
<0.1%
1.18
17
<0.1%
1.16
17
<0.1%
7.13
17
<0.1%
0.5
17
<0.1%
0.7
17
<0.1%
3.83
17
<0.1%
SMALLEST VALUES
0.0
1,922
6.9%
0.01
8
<0.1%
0.03
4
<0.1%
0.05
6
<0.1%
0.06
6
<0.1%
0.08
5
<0.1%
0.1
4
<0.1%
0.11
8
<0.1%
0.13
15
<0.1%
0.15
7
<0.1%
0.16
9
<0.1%
0.18
6
<0.1%
0.19
1
<0.1%
0.2
9
<0.1%
0.21
11
<0.1%
LARGEST VALUES
4003.21
1
<0.1%
3971.94
1
<0.1%
3954.26
1
<0.1%
3812.94
1
<0.1%
3489.88
1
<0.1%
3469.89
1
<0.1%
3454.21
1
<0.1%
3356.18
1
<0.1%
3343.39
1
<0.1%
3299.19
1
<0.1%
2880.54
1
<0.1%
2861.51
1
<0.1%
2827.84
1
<0.1%
2743.73
1
<0.1%
2722.71
1
<0.1%
loc_ic_t2m_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_mou_6
0.84
loc_ic_t2m_mou_7
0.80
total_ic_mou_6
0.76
loc_ic_t2m_mou_8
0.72
loc_ic_mou_7
0.68
loc_ic_mou_8
0.64
total_ic_mou_7
0.60
total_ic_mou_8
0.56
loc_og_t2m_mou_6
0.50
total_mou_good
0.43
loc_og_t2m_mou_7
0.42
loc_og_mou_6
0.41
loc_og_t2m_mou_8
0.39
loc_og_mou_7
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.14
churn
0.07
monthly_2g_8
0.06
monthly_2g_6
0.06
monthly_2g_7
0.05
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
796
2.9%
24.83
10
<0.1%
29.43
9
<0.1%
11.93
9
<0.1%
43.08
9
<0.1%
6.14
9
<0.1%
16.98
9
<0.1%
58.66
9
<0.1%
33.78
8
<0.1%
26.23
8
<0.1%
14.46
8
<0.1%
48.06
8
<0.1%
98.21
8
<0.1%
5.68
8
<0.1%
1.16
8
<0.1%
SMALLEST VALUES
0.0
796
2.9%
0.01
5
<0.1%
0.03
1
<0.1%
0.04
1
<0.1%
0.05
1
<0.1%
0.06
1
<0.1%
0.08
1
<0.1%
0.09
1
<0.1%
0.1
1
<0.1%
0.11
1
<0.1%
0.13
2
<0.1%
0.15
4
<0.1%
0.18
6
<0.1%
0.19
1
<0.1%
0.2
2
<0.1%
LARGEST VALUES
4693.86
1
<0.1%
4450.74
1
<0.1%
4034.58
1
<0.1%
3783.54
1
<0.1%
3499.53
1
<0.1%
3390.96
1
<0.1%
3300.56
1
<0.1%
3299.26
1
<0.1%
3268.83
1
<0.1%
3021.58
1
<0.1%
2983.29
1
<0.1%
2826.23
1
<0.1%
2664.48
1
<0.1%
2606.41
1
<0.1%
2506.49
1
<0.1%
loc_ic_t2m_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_mou_7
0.83
loc_ic_t2m_mou_8
0.82
loc_ic_t2m_mou_6
0.80
total_ic_mou_7
0.74
loc_ic_mou_8
0.72
loc_ic_mou_6
0.69
total_ic_mou_8
0.63
total_ic_mou_6
0.62
loc_og_t2m_mou_7
0.49
loc_og_t2m_mou_8
0.44
loc_og_t2m_mou_6
0.42
avg_mou_action
0.38
loc_og_mou_7
0.38
loc_og_mou_8
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.09
decrease_mou_action
0.06
monthly_2g_8
0.06
monthly_2g_7
0.05
monthly_2g_6
0.05
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
600
2.2%
39.39
10
<0.1%
18.83
10
<0.1%
58.03
8
<0.1%
14.03
8
<0.1%
27.01
8
<0.1%
0.48
8
<0.1%
27.93
8
<0.1%
17.26
8
<0.1%
14.31
8
<0.1%
99.83
8
<0.1%
57.49
8
<0.1%
24.78
8
<0.1%
18.19
8
<0.1%
13.41
7
<0.1%
SMALLEST VALUES
0.0
600
2.2%
0.01
3
<0.1%
0.05
1
<0.1%
0.06
2
<0.1%
0.1
1
<0.1%
0.13
1
<0.1%
0.15
4
<0.1%
0.16
2
<0.1%
0.18
6
<0.1%
0.2
1
<0.1%
0.21
5
<0.1%
0.23
4
<0.1%
0.25
2
<0.1%
0.26
3
<0.1%
0.28
4
<0.1%
LARGEST VALUES
4388.73
1
<0.1%
4171.51
1
<0.1%
4085.11
1
<0.1%
4027.03
1
<0.1%
3890.93
1
<0.1%
3758.03
1
<0.1%
3490.04
1
<0.1%
3340.58
1
<0.1%
3196.64
1
<0.1%
3173.84
1
<0.1%
3159.69
1
<0.1%
2822.36
1
<0.1%
2735.88
1
<0.1%
2656.98
1
<0.1%
2618.46
1
<0.1%
loc_ic_t2m_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_mou_8
0.85
loc_ic_t2m_mou_7
0.82
total_ic_mou_8
0.76
loc_ic_t2m_mou_6
0.72
loc_ic_mou_7
0.70
loc_ic_mou_6
0.63
total_ic_mou_7
0.63
total_ic_mou_6
0.58
loc_og_t2m_mou_8
0.50
loc_og_t2m_mou_7
0.44
loc_og_mou_8
0.40
avg_mou_action
0.39
loc_og_t2m_mou_6
0.38
loc_og_mou_7
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.12
decrease_mou_action
0.11
monthly_2g_8
0.06
monthly_2g_6
0.06
monthly_2g_7
0.06
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
1,125
4.1%
0.78
11
<0.1%
41.13
10
<0.1%
23.06
10
<0.1%
2.61
9
<0.1%
27.63
9
<0.1%
5.31
9
<0.1%
34.33
9
<0.1%
0.66
8
<0.1%
5.71
8
<0.1%
62.59
8
<0.1%
31.01
8
<0.1%
0.21
8
<0.1%
5.88
8
<0.1%
36.54
8
<0.1%
SMALLEST VALUES
0.0
1,125
4.1%
0.01
1
<0.1%
0.03
3
<0.1%
0.05
3
<0.1%
0.06
3
<0.1%
0.08
3
<0.1%
0.09
1
<0.1%
0.11
1
<0.1%
0.13
1
<0.1%
0.15
5
<0.1%
0.16
2
<0.1%
0.2
2
<0.1%
0.21
8
<0.1%
0.23
3
<0.1%
0.25
4
<0.1%
LARGEST VALUES
5738.46
1
<0.1%
5214.93
1
<0.1%
4643.49
1
<0.1%
3645.51
1
<0.1%
3635.73
1
<0.1%
3450.18
1
<0.1%
3436.51
1
<0.1%
3322.99
1
<0.1%
3095.46
1
<0.1%
2925.01
1
<0.1%
2905.78
1
<0.1%
2816.73
1
<0.1%
2702.51
1
<0.1%
2685.33
1
<0.1%
2676.81
1
<0.1%
loc_ic_t2f_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_t2f_mou_7
0.76
loc_ic_t2f_mou_8
0.68
loc_ic_mou_6
0.37
total_ic_mou_6
0.34
loc_ic_mou_7
0.32
loc_og_t2f_mou_6
0.30
loc_og_t2f_mou_7
0.30
loc_ic_mou_8
0.29
total_ic_mou_7
0.28
loc_og_t2f_mou_8
0.28
total_ic_mou_8
0.26
loc_ic_t2m_mou_6
0.24
loc_ic_t2m_mou_7
0.22
loc_ic_t2m_mou_8
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.06
monthly_2g_7
0.06
monthly_2g_8
0.06
decrease_mou_action
0.05
churn
0.05
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
8,893
32.1%
0.61
76
0.3%
0.23
75
0.3%
0.33
66
0.2%
0.48
66
0.2%
0.35
65
0.2%
0.21
63
0.2%
0.41
62
0.2%
0.38
61
0.2%
0.56
55
0.2%
0.51
55
0.2%
0.45
55
0.2%
0.4
55
0.2%
0.88
54
0.2%
0.31
54
0.2%
SMALLEST VALUES
0.0
8,893
32.1%
0.01
13
<0.1%
0.03
17
<0.1%
0.05
7
<0.1%
0.06
15
<0.1%
0.08
19
<0.1%
0.1
20
<0.1%
0.11
26
<0.1%
0.13
29
0.1%
0.15
31
0.1%
0.16
50
0.2%
0.18
48
0.2%
0.19
1
<0.1%
0.2
36
0.1%
0.21
63
0.2%
LARGEST VALUES
1678.41
1
<0.1%
1373.09
1
<0.1%
1323.76
1
<0.1%
1298.73
1
<0.1%
1013.21
1
<0.1%
989.38
1
<0.1%
956.21
1
<0.1%
954.79
1
<0.1%
896.53
1
<0.1%
896.48
1
<0.1%
886.58
1
<0.1%
846.63
1
<0.1%
778.21
1
<0.1%
735.79
1
<0.1%
620.76
1
<0.1%
loc_ic_t2f_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_t2f_mou_8
0.79
loc_ic_t2f_mou_6
0.76
loc_ic_mou_7
0.37
loc_og_t2f_mou_7
0.33
total_ic_mou_7
0.33
loc_ic_mou_6
0.31
loc_ic_mou_8
0.31
loc_og_t2f_mou_8
0.30
total_ic_mou_6
0.28
total_ic_mou_8
0.28
loc_og_t2f_mou_6
0.26
loc_ic_t2m_mou_7
0.22
loc_ic_t2m_mou_6
0.21
loc_ic_t2m_mou_8
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_8
0.06
monthly_2g_7
0.05
churn
0.05
monthly_2g_6
0.05
decrease_mou_action
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
8,148
29.4%
0.28
73
0.3%
0.5
73
0.3%
0.41
69
0.2%
0.56
69
0.2%
0.4
68
0.2%
0.38
68
0.2%
0.23
66
0.2%
0.46
64
0.2%
0.31
63
0.2%
0.36
60
0.2%
0.48
60
0.2%
0.33
59
0.2%
0.2
59
0.2%
0.35
59
0.2%
SMALLEST VALUES
0.0
8,148
29.4%
0.01
11
<0.1%
0.03
14
<0.1%
0.05
16
<0.1%
0.06
18
<0.1%
0.08
14
<0.1%
0.09
3
<0.1%
0.1
15
<0.1%
0.11
35
0.1%
0.13
46
0.2%
0.15
41
0.1%
0.16
42
0.2%
0.18
49
0.2%
0.19
4
<0.1%
0.2
59
0.2%
LARGEST VALUES
1983.01
1
<0.1%
1393.11
1
<0.1%
1385.86
1
<0.1%
1377.24
1
<0.1%
1146.28
1
<0.1%
1091.48
1
<0.1%
1025.13
1
<0.1%
1006.34
1
<0.1%
947.86
1
<0.1%
942.19
1
<0.1%
921.98
1
<0.1%
907.81
1
<0.1%
902.79
1
<0.1%
874.84
1
<0.1%
734.68
1
<0.1%
loc_ic_t2f_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_t2f_mou_7
0.79
loc_ic_t2f_mou_6
0.68
loc_ic_mou_8
0.36
loc_og_t2f_mou_8
0.32
loc_ic_mou_7
0.32
total_ic_mou_8
0.32
loc_og_t2f_mou_7
0.30
loc_ic_mou_6
0.30
total_ic_mou_7
0.28
total_ic_mou_6
0.26
loc_og_t2f_mou_6
0.26
loc_ic_t2m_mou_8
0.23
loc_ic_t2m_mou_6
0.21
loc_ic_t2m_mou_7
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_8
0.06
monthly_2g_6
0.06
churn
0.06
monthly_2g_7
0.06
decrease_mou_action
0.04
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
8,440
30.5%
0.45
85
0.3%
0.41
77
0.3%
0.38
75
0.3%
0.46
74
0.3%
0.25
73
0.3%
0.31
69
0.2%
0.33
68
0.2%
0.35
67
0.2%
0.48
65
0.2%
0.16
64
0.2%
0.18
64
0.2%
0.36
63
0.2%
0.26
63
0.2%
0.23
60
0.2%
SMALLEST VALUES
0.0
8,440
30.5%
0.01
16
<0.1%
0.03
11
<0.1%
0.05
8
<0.1%
0.06
23
<0.1%
0.08
20
<0.1%
0.09
1
<0.1%
0.1
25
<0.1%
0.11
26
<0.1%
0.13
41
0.1%
0.14
1
<0.1%
0.15
40
0.1%
0.16
64
0.2%
0.18
64
0.2%
0.2
47
0.2%
LARGEST VALUES
1588.53
1
<0.1%
1459.69
1
<0.1%
1309.51
1
<0.1%
1205.06
1
<0.1%
1162.98
1
<0.1%
963.34
1
<0.1%
825.38
1
<0.1%
765.06
1
<0.1%
727.61
1
<0.1%
688.99
1
<0.1%
686.03
1
<0.1%
665.89
1
<0.1%
654.83
1
<0.1%
631.98
1
<0.1%
631.16
1
<0.1%
loc_ic_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_ic_mou_6
0.90
loc_ic_t2m_mou_6
0.84
loc_ic_mou_7
0.83
loc_ic_mou_8
0.75
total_ic_mou_7
0.72
loc_ic_t2m_mou_7
0.69
loc_ic_t2t_mou_6
0.67
total_ic_mou_8
0.66
loc_ic_t2m_mou_8
0.63
loc_ic_t2t_mou_7
0.56
loc_ic_t2t_mou_8
0.51
total_mou_good
0.51
loc_og_mou_6
0.45
loc_og_t2m_mou_6
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.15
churn
0.08
monthly_2g_6
0.08
monthly_2g_8
0.08
monthly_2g_7
0.06
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
671
2.4%
26.33
9
<0.1%
10.86
8
<0.1%
22.91
7
<0.1%
68.74
7
<0.1%
86.98
7
<0.1%
20.51
7
<0.1%
64.08
7
<0.1%
47.64
7
<0.1%
12.93
6
<0.1%
130.79
6
<0.1%
21.03
6
<0.1%
10.49
6
<0.1%
45.18
6
<0.1%
39.38
6
<0.1%
SMALLEST VALUES
0.0
671
2.4%
0.01
1
<0.1%
0.04
1
<0.1%
0.06
1
<0.1%
0.13
2
<0.1%
0.15
3
<0.1%
0.16
1
<0.1%
0.18
4
<0.1%
0.2
1
<0.1%
0.21
2
<0.1%
0.23
2
<0.1%
0.25
1
<0.1%
0.26
3
<0.1%
0.3
4
<0.1%
0.31
4
<0.1%
LARGEST VALUES
6496.11
1
<0.1%
4729.81
1
<0.1%
4648.29
1
<0.1%
4509.63
1
<0.1%
4116.09
1
<0.1%
4102.11
1
<0.1%
4060.96
1
<0.1%
3904.99
1
<0.1%
3815.79
1
<0.1%
3806.38
1
<0.1%
3635.48
1
<0.1%
3614.99
1
<0.1%
3466.86
1
<0.1%
3432.33
1
<0.1%
3352.53
1
<0.1%
loc_ic_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_ic_mou_7
0.88
loc_ic_mou_8
0.85
loc_ic_t2m_mou_7
0.83
loc_ic_mou_6
0.83
total_ic_mou_8
0.75
total_ic_mou_6
0.74
loc_ic_t2m_mou_8
0.70
loc_ic_t2m_mou_6
0.68
loc_ic_t2t_mou_7
0.68
loc_ic_t2t_mou_8
0.59
loc_ic_t2t_mou_6
0.57
avg_mou_action
0.45
loc_og_t2m_mou_7
0.42
loc_og_mou_7
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.10
monthly_2g_8
0.07
monthly_2g_6
0.07
monthly_2g_7
0.07
decrease_mou_action
0.06
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
504
1.8%
54.94
7
<0.1%
40.69
7
<0.1%
59.84
7
<0.1%
31.28
7
<0.1%
28.73
7
<0.1%
101.88
6
<0.1%
59.31
6
<0.1%
26.53
6
<0.1%
42.36
6
<0.1%
24.58
6
<0.1%
142.78
6
<0.1%
101.31
6
<0.1%
83.89
6
<0.1%
69.33
6
<0.1%
SMALLEST VALUES
0.0
504
1.8%
0.01
1
<0.1%
0.03
1
<0.1%
0.06
1
<0.1%
0.09
1
<0.1%
0.1
1
<0.1%
0.11
1
<0.1%
0.13
1
<0.1%
0.15
1
<0.1%
0.18
1
<0.1%
0.2
1
<0.1%
0.21
1
<0.1%
0.23
3
<0.1%
0.25
2
<0.1%
0.26
3
<0.1%
LARGEST VALUES
6466.74
1
<0.1%
5382.08
1
<0.1%
5308.36
1
<0.1%
4484.28
1
<0.1%
4176.84
1
<0.1%
4164.29
1
<0.1%
4115.38
1
<0.1%
4015.14
1
<0.1%
3981.59
1
<0.1%
3972.74
1
<0.1%
3967.61
1
<0.1%
3932.64
1
<0.1%
3923.54
1
<0.1%
3736.19
1
<0.1%
3727.03
1
<0.1%
loc_ic_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_ic_mou_8
0.89
loc_ic_t2m_mou_8
0.85
loc_ic_mou_7
0.85
loc_ic_mou_6
0.75
total_ic_mou_7
0.75
loc_ic_t2m_mou_7
0.72
total_ic_mou_6
0.68
loc_ic_t2t_mou_8
0.68
loc_ic_t2m_mou_6
0.64
loc_ic_t2t_mou_7
0.56
loc_ic_t2t_mou_6
0.50
avg_mou_action
0.47
loc_og_t2m_mou_8
0.45
loc_og_mou_8
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.13
decrease_mou_action
0.12
monthly_2g_6
0.08
monthly_2g_8
0.08
monthly_2g_7
0.07
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
1,010
3.6%
62.44
7
<0.1%
54.34
7
<0.1%
59.53
7
<0.1%
267.89
7
<0.1%
79.23
7
<0.1%
31.84
7
<0.1%
6.54
7
<0.1%
79.58
6
<0.1%
96.76
6
<0.1%
2.28
6
<0.1%
104.04
6
<0.1%
18.88
6
<0.1%
9.39
6
<0.1%
24.16
6
<0.1%
SMALLEST VALUES
0.0
1,010
3.6%
0.03
3
<0.1%
0.05
1
<0.1%
0.06
3
<0.1%
0.08
2
<0.1%
0.09
1
<0.1%
0.1
1
<0.1%
0.11
1
<0.1%
0.14
1
<0.1%
0.15
3
<0.1%
0.16
2
<0.1%
0.18
1
<0.1%
0.21
1
<0.1%
0.23
2
<0.1%
0.25
4
<0.1%
LARGEST VALUES
5748.81
1
<0.1%
5295.58
1
<0.1%
4652.79
1
<0.1%
4440.11
1
<0.1%
4363.88
1
<0.1%
4246.59
1
<0.1%
4136.99
1
<0.1%
4091.09
1
<0.1%
4043.68
1
<0.1%
3839.29
1
<0.1%
3826.89
1
<0.1%
3785.13
1
<0.1%
3696.33
1
<0.1%
3623.16
1
<0.1%
3585.13
1
<0.1%
std_ic_t2t_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_t2t_mou_7
0.74
std_ic_mou_6
0.68
std_ic_t2t_mou_8
0.58
std_ic_mou_7
0.56
std_ic_mou_8
0.44
total_ic_mou_6
0.28
total_ic_mou_7
0.24
total_mou_good
0.20
total_ic_mou_8
0.18
std_ic_t2m_mou_7
0.18
std_ic_t2m_mou_8
0.18
std_ic_t2m_mou_6
0.15
avg_mou_action
0.14
std_og_t2t_mou_6
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.03
churn
0.02
monthly_2g_6
0.01
monthly_2g_8
0.01
monthly_2g_7
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
11,061
39.9%
0.03
101
0.4%
0.05
71
0.3%
0.18
61
0.2%
0.01
60
0.2%
0.46
58
0.2%
0.23
56
0.2%
0.43
55
0.2%
0.16
55
0.2%
0.33
55
0.2%
0.15
53
0.2%
0.21
53
0.2%
0.11
52
0.2%
0.06
51
0.2%
0.41
48
0.2%
SMALLEST VALUES
0.0
11,061
39.9%
0.01
60
0.2%
0.03
101
0.4%
0.04
7
<0.1%
0.05
71
0.3%
0.06
51
0.2%
0.08
39
0.1%
0.09
7
<0.1%
0.1
38
0.1%
0.11
52
0.2%
0.13
38
0.1%
0.14
10
<0.1%
0.15
53
0.2%
0.16
55
0.2%
0.18
61
0.2%
LARGEST VALUES
5459.56
1
<0.1%
3038.34
1
<0.1%
2856.51
1
<0.1%
2844.73
1
<0.1%
2603.53
1
<0.1%
2527.08
1
<0.1%
2035.59
1
<0.1%
2003.79
1
<0.1%
1829.28
1
<0.1%
1756.11
1
<0.1%
1651.49
1
<0.1%
1540.66
1
<0.1%
1487.48
1
<0.1%
1416.88
1
<0.1%
1415.11
1
<0.1%
std_ic_t2t_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_t2t_mou_6
0.74
std_ic_t2t_mou_8
0.72
std_ic_mou_7
0.70
std_ic_mou_6
0.52
std_ic_mou_8
0.50
total_ic_mou_7
0.30
total_ic_mou_8
0.21
total_ic_mou_6
0.20
avg_mou_action
0.19
std_ic_t2m_mou_7
0.17
std_ic_t2m_mou_8
0.16
std_og_t2t_mou_7
0.13
total_mou_good
0.13
std_ic_t2m_mou_6
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_8
0.05
decrease_mou_action
0.04
monthly_2g_6
0.01
monthly_2g_7
0.01
churn
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
10,686
38.6%
0.03
103
0.4%
0.01
76
0.3%
0.05
66
0.2%
0.06
66
0.2%
0.11
62
0.2%
0.38
59
0.2%
0.16
59
0.2%
0.13
58
0.2%
0.23
58
0.2%
0.28
57
0.2%
0.18
55
0.2%
0.08
54
0.2%
0.21
53
0.2%
0.31
53
0.2%
SMALLEST VALUES
0.0
10,686
38.6%
0.01
76
0.3%
0.03
103
0.4%
0.04
10
<0.1%
0.05
66
0.2%
0.06
66
0.2%
0.08
54
0.2%
0.09
12
<0.1%
0.1
32
0.1%
0.11
62
0.2%
0.13
58
0.2%
0.14
8
<0.1%
0.15
40
0.1%
0.16
59
0.2%
0.18
55
0.2%
LARGEST VALUES
5800.93
1
<0.1%
4708.71
1
<0.1%
4235.34
1
<0.1%
3504.94
1
<0.1%
2920.86
1
<0.1%
2452.41
1
<0.1%
1820.59
1
<0.1%
1783.91
1
<0.1%
1570.76
1
<0.1%
1550.28
1
<0.1%
1462.04
1
<0.1%
1400.73
1
<0.1%
1372.41
1
<0.1%
1349.83
1
<0.1%
1337.03
1
<0.1%
std_ic_t2t_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_t2t_mou_7
0.72
std_ic_mou_8
0.66
std_ic_t2t_mou_6
0.58
std_ic_mou_7
0.53
std_ic_mou_6
0.42
total_ic_mou_8
0.29
total_ic_mou_7
0.24
avg_mou_action
0.20
std_ic_t2m_mou_8
0.18
total_ic_mou_6
0.17
std_ic_t2m_mou_7
0.16
std_og_t2t_mou_8
0.14
std_ic_t2m_mou_6
0.12
onnet_mou_8
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.06
churn
0.02
monthly_2g_8
0.02
monthly_2g_7
0.01
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
11,337
40.9%
0.03
126
0.5%
0.13
77
0.3%
0.05
74
0.3%
0.01
72
0.3%
0.25
65
0.2%
0.26
64
0.2%
0.31
63
0.2%
0.08
63
0.2%
0.23
60
0.2%
0.06
59
0.2%
0.41
58
0.2%
0.11
55
0.2%
0.21
55
0.2%
0.48
54
0.2%
SMALLEST VALUES
0.0
11,337
40.9%
0.01
72
0.3%
0.03
126
0.5%
0.04
17
<0.1%
0.05
74
0.3%
0.06
59
0.2%
0.08
63
0.2%
0.09
16
<0.1%
0.1
46
0.2%
0.11
55
0.2%
0.13
77
0.3%
0.14
10
<0.1%
0.15
48
0.2%
0.16
47
0.2%
0.18
52
0.2%
LARGEST VALUES
4309.29
1
<0.1%
3423.39
1
<0.1%
2833.61
1
<0.1%
2769.11
1
<0.1%
2301.94
1
<0.1%
2242.06
1
<0.1%
2070.88
1
<0.1%
1737.26
1
<0.1%
1462.71
1
<0.1%
1457.46
1
<0.1%
1423.56
1
<0.1%
1412.26
1
<0.1%
1352.43
1
<0.1%
1323.03
1
<0.1%
1302.31
1
<0.1%
std_ic_t2m_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_mou_6
0.81
std_ic_t2m_mou_7
0.71
std_ic_t2m_mou_8
0.61
std_ic_mou_7
0.57
std_ic_mou_8
0.52
total_ic_mou_6
0.37
total_ic_mou_7
0.28
total_ic_mou_8
0.25
total_mou_good
0.24
avg_mou_action
0.16
std_ic_t2t_mou_6
0.15
std_og_t2m_mou_6
0.15
offnet_mou_6
0.13
std_ic_t2t_mou_8
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.06
monthly_2g_6
0.01
monthly_2g_8
0.01
monthly_2g_7
0.01
churn
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
5,671
20.5%
0.26
54
0.2%
0.03
53
0.2%
0.31
51
0.2%
0.38
48
0.2%
0.33
47
0.2%
0.51
45
0.2%
0.01
45
0.2%
0.36
42
0.2%
0.43
42
0.2%
0.3
41
0.1%
1.18
41
0.1%
0.56
41
0.1%
0.48
40
0.1%
0.46
40
0.1%
SMALLEST VALUES
0.0
5,671
20.5%
0.01
45
0.2%
0.03
53
0.2%
0.04
3
<0.1%
0.05
32
0.1%
0.06
34
0.1%
0.08
16
<0.1%
0.09
9
<0.1%
0.1
25
<0.1%
0.11
29
0.1%
0.13
34
0.1%
0.14
2
<0.1%
0.15
21
<0.1%
0.16
32
0.1%
0.18
39
0.1%
LARGEST VALUES
4630.23
1
<0.1%
3613.98
1
<0.1%
2753.26
1
<0.1%
2571.61
1
<0.1%
2448.38
1
<0.1%
2293.71
1
<0.1%
2283.68
1
<0.1%
2209.18
1
<0.1%
2193.79
1
<0.1%
1902.26
1
<0.1%
1689.84
1
<0.1%
1620.26
1
<0.1%
1619.69
1
<0.1%
1608.53
1
<0.1%
1559.73
1
<0.1%
std_ic_t2m_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_mou_7
0.81
std_ic_t2m_mou_8
0.73
std_ic_t2m_mou_6
0.71
std_ic_mou_8
0.63
std_ic_mou_6
0.62
total_ic_mou_7
0.37
total_ic_mou_8
0.28
total_ic_mou_6
0.26
avg_mou_action
0.23
std_ic_t2t_mou_6
0.18
std_ic_t2t_mou_7
0.17
std_ic_t2t_mou_8
0.16
std_og_t2m_mou_7
0.16
total_mou_good
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.05
monthly_2g_6
0.01
monthly_2g_8
0.01
monthly_2g_7
0.01
churn
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
5,497
19.8%
0.03
80
0.3%
0.31
51
0.2%
0.23
45
0.2%
0.48
44
0.2%
0.26
44
0.2%
0.3
42
0.2%
0.51
42
0.2%
0.45
41
0.1%
0.53
41
0.1%
0.21
41
0.1%
0.33
41
0.1%
1.26
41
0.1%
0.25
40
0.1%
0.05
39
0.1%
SMALLEST VALUES
0.0
5,497
19.8%
0.01
28
0.1%
0.03
80
0.3%
0.04
3
<0.1%
0.05
39
0.1%
0.06
33
0.1%
0.08
34
0.1%
0.09
2
<0.1%
0.1
24
<0.1%
0.11
30
0.1%
0.13
31
0.1%
0.14
5
<0.1%
0.15
27
<0.1%
0.16
37
0.1%
0.18
35
0.1%
LARGEST VALUES
3100.84
1
<0.1%
3097.16
1
<0.1%
2628.98
1
<0.1%
2497.24
1
<0.1%
2401.31
1
<0.1%
2239.14
1
<0.1%
2179.31
1
<0.1%
2174.91
1
<0.1%
2073.69
1
<0.1%
2042.01
1
<0.1%
2037.04
1
<0.1%
2028.96
1
<0.1%
2011.21
1
<0.1%
1997.53
1
<0.1%
1981.08
1
<0.1%
std_ic_t2m_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_mou_8
0.84
std_ic_t2m_mou_7
0.73
std_ic_t2m_mou_6
0.61
std_ic_mou_7
0.61
std_ic_mou_6
0.54
total_ic_mou_8
0.38
total_ic_mou_7
0.29
avg_mou_action
0.24
total_ic_mou_6
0.24
std_ic_t2t_mou_8
0.18
std_ic_t2t_mou_6
0.18
std_ic_t2t_mou_7
0.16
std_og_t2m_mou_8
0.16
offnet_mou_8
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.07
churn
0.03
monthly_2g_8
0.02
monthly_2g_7
0.01
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
6,187
22.3%
0.03
66
0.2%
0.01
57
0.2%
0.3
52
0.2%
0.21
50
0.2%
0.48
50
0.2%
0.23
50
0.2%
0.36
49
0.2%
0.46
47
0.2%
0.31
45
0.2%
0.28
45
0.2%
0.71
45
0.2%
0.26
45
0.2%
0.41
44
0.2%
0.53
43
0.2%
SMALLEST VALUES
0.0
6,187
22.3%
0.01
57
0.2%
0.03
66
0.2%
0.04
4
<0.1%
0.05
36
0.1%
0.06
36
0.1%
0.08
31
0.1%
0.09
7
<0.1%
0.1
20
<0.1%
0.11
26
<0.1%
0.13
35
0.1%
0.14
1
<0.1%
0.15
28
0.1%
0.16
36
0.1%
0.18
39
0.1%
LARGEST VALUES
5645.86
1
<0.1%
2948.74
1
<0.1%
2879.31
1
<0.1%
2734.91
1
<0.1%
2562.53
1
<0.1%
2353.76
1
<0.1%
2305.46
1
<0.1%
2067.98
1
<0.1%
2019.91
1
<0.1%
1988.81
1
<0.1%
1980.38
1
<0.1%
1904.73
1
<0.1%
1891.68
1
<0.1%
1835.78
1
<0.1%
1776.18
1
<0.1%
std_ic_t2f_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_t2f_mou_7
0.74
std_ic_t2f_mou_8
0.68
std_og_t2f_mou_6
0.26
std_og_t2f_mou_7
0.24
std_ic_mou_6
0.23
std_og_t2f_mou_8
0.22
std_ic_mou_7
0.18
std_ic_mou_8
0.16
total_ic_mou_6
0.15
total_ic_mou_7
0.13
total_ic_mou_8
0.13
loc_ic_t2f_mou_6
0.08
loc_ic_t2f_mou_7
0.08
loc_ic_t2f_mou_8
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.02
decrease_mou_action
0.02
churn
0.02
monthly_2g_7
0.02
monthly_2g_8
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,338
73.4%
0.43
59
0.2%
0.56
57
0.2%
0.2
55
0.2%
0.26
54
0.2%
0.35
53
0.2%
0.28
51
0.2%
0.33
51
0.2%
0.31
47
0.2%
0.21
46
0.2%
0.51
45
0.2%
0.13
43
0.2%
0.36
43
0.2%
1.11
43
0.2%
0.48
42
0.2%
SMALLEST VALUES
0.0
20,338
73.4%
0.01
8
<0.1%
0.03
13
<0.1%
0.05
13
<0.1%
0.06
26
<0.1%
0.08
18
<0.1%
0.1
39
0.1%
0.11
38
0.1%
0.13
43
0.2%
0.14
2
<0.1%
0.15
33
0.1%
0.16
41
0.1%
0.18
38
0.1%
0.19
5
<0.1%
0.2
55
0.2%
LARGEST VALUES
1351.11
1
<0.1%
1069.98
1
<0.1%
955.91
1
<0.1%
736.06
1
<0.1%
639.09
1
<0.1%
616.98
1
<0.1%
589.98
1
<0.1%
518.86
1
<0.1%
504.48
1
<0.1%
445.51
1
<0.1%
397.38
1
<0.1%
390.83
1
<0.1%
389.33
1
<0.1%
375.66
1
<0.1%
365.56
1
<0.1%
std_ic_t2f_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_t2f_mou_6
0.74
std_ic_t2f_mou_8
0.71
std_og_t2f_mou_7
0.30
std_og_t2f_mou_8
0.26
std_og_t2f_mou_6
0.24
std_ic_mou_7
0.22
std_ic_mou_6
0.17
std_ic_mou_8
0.17
total_ic_mou_7
0.16
total_ic_mou_8
0.13
total_ic_mou_6
0.12
loc_ic_t2f_mou_7
0.08
loc_ic_t2f_mou_6
0.08
std_ic_t2m_mou_7
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.02
churn
0.01
monthly_2g_6
0.01
monthly_2g_7
0.01
monthly_2g_8
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,090
72.5%
0.48
66
0.2%
0.26
60
0.2%
0.23
53
0.2%
0.45
52
0.2%
0.31
50
0.2%
0.38
50
0.2%
0.33
49
0.2%
0.3
47
0.2%
0.56
46
0.2%
0.18
45
0.2%
0.41
45
0.2%
0.2
45
0.2%
0.25
44
0.2%
0.68
43
0.2%
SMALLEST VALUES
0.0
20,090
72.5%
0.01
18
<0.1%
0.03
15
<0.1%
0.04
1
<0.1%
0.05
15
<0.1%
0.06
29
0.1%
0.08
30
0.1%
0.09
1
<0.1%
0.1
33
0.1%
0.11
30
0.1%
0.13
39
0.1%
0.14
3
<0.1%
0.15
23
<0.1%
0.16
39
0.1%
0.18
45
0.2%
LARGEST VALUES
1136.08
1
<0.1%
1102.34
1
<0.1%
1018.98
1
<0.1%
922.38
1
<0.1%
815.46
1
<0.1%
639.24
1
<0.1%
586.18
1
<0.1%
585.96
1
<0.1%
517.81
1
<0.1%
477.34
1
<0.1%
440.94
1
<0.1%
438.43
1
<0.1%
382.71
1
<0.1%
367.78
1
<0.1%
367.11
1
<0.1%
std_ic_t2f_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_t2f_mou_7
0.71
std_ic_t2f_mou_6
0.68
std_og_t2f_mou_8
0.27
std_og_t2f_mou_7
0.27
std_og_t2f_mou_6
0.23
std_ic_mou_8
0.22
std_ic_mou_7
0.18
std_ic_mou_6
0.16
total_ic_mou_8
0.14
total_ic_mou_7
0.12
total_ic_mou_6
0.11
loc_ic_t2f_mou_7
0.08
loc_ic_t2f_mou_6
0.07
max_rech_amt_7
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.03
churn
0.02
monthly_2g_6
0.02
monthly_2g_8
0.02
decrease_mou_action
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,235
73.0%
0.33
65
0.2%
0.36
52
0.2%
0.28
49
0.2%
0.41
49
0.2%
0.51
48
0.2%
0.35
47
0.2%
0.1
46
0.2%
0.3
46
0.2%
0.48
45
0.2%
0.45
45
0.2%
0.53
43
0.2%
0.31
43
0.2%
0.56
43
0.2%
0.18
43
0.2%
SMALLEST VALUES
0.0
20,235
73.0%
0.01
12
<0.1%
0.03
12
<0.1%
0.04
1
<0.1%
0.05
11
<0.1%
0.06
21
<0.1%
0.08
31
0.1%
0.09
2
<0.1%
0.1
46
0.2%
0.11
41
0.1%
0.13
37
0.1%
0.14
2
<0.1%
0.15
35
0.1%
0.16
27
<0.1%
0.18
43
0.2%
LARGEST VALUES
1394.89
1
<0.1%
1201.18
1
<0.1%
953.46
1
<0.1%
907.21
1
<0.1%
781.08
1
<0.1%
728.91
1
<0.1%
593.63
1
<0.1%
466.18
1
<0.1%
423.84
1
<0.1%
402.33
1
<0.1%
388.36
1
<0.1%
381.46
1
<0.1%
379.28
1
<0.1%
358.79
1
<0.1%
357.21
1
<0.1%
std_ic_t2o_mou_6
MISSING:
---
TOP CATEGORIES
0.0
27,705
100%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
std_ic_t2o_mou_6
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
0.00
decrease_mou_action
0.00
churn
-0.00
monthly_2g_8
-0.00
monthly_2g_7
-0.00

THESE FEATURES
GIVE INFORMATION
ON std_ic_t2o_mou_6:
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
1.00
monthly_2g_7
1.00
monthly_2g_8
1.00
churn
1.00
decrease_mou_action
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
std_ic_t2o_mou_6
CORRELATION RATIO WITH...
arpu_6
0.00
arpu_7
0.00
arpu_8
0.00
onnet_mou_6
0.00
onnet_mou_7
0.00
onnet_mou_8
0.00
offnet_mou_6
0.00
offnet_mou_7
0.00
offnet_mou_8
0.00
roam_ic_mou_6
0.00
roam_ic_mou_7
0.00
roam_ic_mou_8
0.00
roam_og_mou_6
0.00
roam_og_mou_7
0.00
std_ic_t2o_mou_7
MISSING:
---
TOP CATEGORIES
0.0
27,705
100%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
std_ic_t2o_mou_7
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
0.00
decrease_mou_action
0.00
churn
-0.00
monthly_2g_8
-0.00
monthly_2g_7
-0.00

THESE FEATURES
GIVE INFORMATION
ON std_ic_t2o_mou_7:
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
1.00
monthly_2g_7
1.00
monthly_2g_8
1.00
churn
1.00
decrease_mou_action
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
std_ic_t2o_mou_7
CORRELATION RATIO WITH...
arpu_6
0.00
arpu_7
0.00
arpu_8
0.00
onnet_mou_6
0.00
onnet_mou_7
0.00
onnet_mou_8
0.00
offnet_mou_6
0.00
offnet_mou_7
0.00
offnet_mou_8
0.00
roam_ic_mou_6
0.00
roam_ic_mou_7
0.00
roam_ic_mou_8
0.00
roam_og_mou_6
0.00
roam_og_mou_7
0.00
std_ic_t2o_mou_8
MISSING:
---
TOP CATEGORIES
0.0
27,705
100%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
std_ic_t2o_mou_8
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
monthly_2g_6
0.00
decrease_mou_action
0.00
churn
-0.00
monthly_2g_8
-0.00
monthly_2g_7
-0.00

THESE FEATURES
GIVE INFORMATION
ON std_ic_t2o_mou_8:
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
monthly_2g_6
1.00
monthly_2g_7
1.00
monthly_2g_8
1.00
churn
1.00
decrease_mou_action
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
std_ic_t2o_mou_8
CORRELATION RATIO WITH...
arpu_6
0.00
arpu_7
0.00
arpu_8
0.00
onnet_mou_6
0.00
onnet_mou_7
0.00
onnet_mou_8
0.00
offnet_mou_6
0.00
offnet_mou_7
0.00
offnet_mou_8
0.00
roam_ic_mou_6
0.00
roam_ic_mou_7
0.00
roam_ic_mou_8
0.00
roam_og_mou_6
0.00
roam_og_mou_7
0.00
std_ic_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_t2m_mou_6
0.81
std_ic_mou_7
0.75
std_ic_t2t_mou_6
0.68
std_ic_mou_8
0.65
std_ic_t2m_mou_7
0.62
std_ic_t2m_mou_8
0.54
std_ic_t2t_mou_7
0.52
total_ic_mou_6
0.44
std_ic_t2t_mou_8
0.42
total_ic_mou_7
0.35
total_ic_mou_8
0.30
total_mou_good
0.29
std_ic_t2f_mou_6
0.23
avg_mou_action
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.07
monthly_2g_6
0.01
churn
0.01
monthly_2g_8
0.01
monthly_2g_7
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
3,279
11.8%
0.43
45
0.2%
0.78
41
0.1%
0.26
40
0.1%
0.36
40
0.1%
0.35
38
0.1%
0.91
37
0.1%
0.46
36
0.1%
0.51
36
0.1%
1.18
35
0.1%
0.11
34
0.1%
0.48
32
0.1%
0.23
32
0.1%
0.41
32
0.1%
0.38
32
0.1%
SMALLEST VALUES
0.0
3,279
11.8%
0.01
29
0.1%
0.03
31
0.1%
0.04
4
<0.1%
0.05
27
<0.1%
0.06
18
<0.1%
0.08
17
<0.1%
0.09
4
<0.1%
0.1
28
0.1%
0.11
34
0.1%
0.13
23
<0.1%
0.14
1
<0.1%
0.15
19
<0.1%
0.16
28
0.1%
0.18
28
0.1%
LARGEST VALUES
5459.63
1
<0.1%
4840.33
1
<0.1%
3929.24
1
<0.1%
3616.16
1
<0.1%
3519.86
1
<0.1%
3246.98
1
<0.1%
3059.43
1
<0.1%
2907.68
1
<0.1%
2815.03
1
<0.1%
2716.68
1
<0.1%
2565.14
1
<0.1%
2561.06
1
<0.1%
2310.23
1
<0.1%
2293.71
1
<0.1%
2282.11
1
<0.1%
std_ic_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_t2m_mou_7
0.81
std_ic_mou_8
0.75
std_ic_mou_6
0.75
std_ic_t2t_mou_7
0.70
std_ic_t2m_mou_8
0.61
std_ic_t2m_mou_6
0.57
std_ic_t2t_mou_6
0.56
std_ic_t2t_mou_8
0.53
total_ic_mou_7
0.46
total_ic_mou_8
0.34
total_ic_mou_6
0.32
avg_mou_action
0.28
std_ic_t2f_mou_7
0.22
total_mou_good
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.06
monthly_2g_8
0.03
monthly_2g_6
0.02
monthly_2g_7
0.01
churn
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
3,122
11.3%
0.03
52
0.2%
0.31
40
0.1%
0.21
39
0.1%
0.26
37
0.1%
0.13
37
0.1%
0.45
34
0.1%
0.48
34
0.1%
0.16
33
0.1%
0.3
32
0.1%
0.2
32
0.1%
0.23
31
0.1%
0.18
31
0.1%
0.93
31
0.1%
0.41
31
0.1%
SMALLEST VALUES
0.0
3,122
11.3%
0.01
24
<0.1%
0.03
52
0.2%
0.04
2
<0.1%
0.05
21
<0.1%
0.06
26
<0.1%
0.08
19
<0.1%
0.09
2
<0.1%
0.1
19
<0.1%
0.11
17
<0.1%
0.13
37
0.1%
0.14
4
<0.1%
0.15
19
<0.1%
0.16
33
0.1%
0.18
31
0.1%
LARGEST VALUES
6745.76
1
<0.1%
5801.19
1
<0.1%
4323.53
1
<0.1%
3940.36
1
<0.1%
3161.73
1
<0.1%
3100.84
1
<0.1%
3012.69
1
<0.1%
2741.58
1
<0.1%
2706.13
1
<0.1%
2553.69
1
<0.1%
2538.49
1
<0.1%
2452.18
1
<0.1%
2411.79
1
<0.1%
2404.63
1
<0.1%
2362.76
1
<0.1%
std_ic_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_ic_t2m_mou_8
0.84
std_ic_mou_7
0.75
std_ic_t2t_mou_8
0.66
std_ic_mou_6
0.65
std_ic_t2m_mou_7
0.63
std_ic_t2m_mou_6
0.52
std_ic_t2t_mou_7
0.50
total_ic_mou_8
0.45
std_ic_t2t_mou_6
0.44
total_ic_mou_7
0.35
avg_mou_action
0.29
total_ic_mou_6
0.28
std_ic_t2f_mou_8
0.22
std_ic_t2f_mou_7
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.09
churn
0.04
monthly_2g_8
0.02
monthly_2g_7
0.01
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
3,742
13.5%
0.03
45
0.2%
0.48
42
0.2%
0.43
39
0.1%
0.51
39
0.1%
0.38
39
0.1%
0.13
38
0.1%
0.36
38
0.1%
0.41
37
0.1%
0.56
37
0.1%
0.28
37
0.1%
0.31
36
0.1%
0.81
35
0.1%
0.23
34
0.1%
0.46
34
0.1%
SMALLEST VALUES
0.0
3,742
13.5%
0.01
29
0.1%
0.03
45
0.2%
0.04
2
<0.1%
0.05
23
<0.1%
0.06
19
<0.1%
0.08
25
<0.1%
0.09
8
<0.1%
0.1
20
<0.1%
0.11
23
<0.1%
0.13
38
0.1%
0.14
5
<0.1%
0.15
27
<0.1%
0.16
28
0.1%
0.18
27
<0.1%
LARGEST VALUES
5957.14
1
<0.1%
4309.29
1
<0.1%
3777.94
1
<0.1%
3455.71
1
<0.1%
3002.53
1
<0.1%
2950.24
1
<0.1%
2893.36
1
<0.1%
2879.49
1
<0.1%
2867.86
1
<0.1%
2856.64
1
<0.1%
2786.59
1
<0.1%
2576.96
1
<0.1%
2562.89
1
<0.1%
2410.69
1
<0.1%
2407.06
1
<0.1%
total_ic_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_mou_6
0.90
total_ic_mou_7
0.81
loc_ic_t2m_mou_6
0.76
loc_ic_mou_7
0.74
total_ic_mou_8
0.73
loc_ic_mou_8
0.68
loc_ic_t2m_mou_7
0.62
loc_ic_t2t_mou_6
0.60
total_mou_good
0.58
loc_ic_t2m_mou_8
0.58
loc_ic_t2t_mou_7
0.49
loc_ic_t2t_mou_8
0.45
std_ic_mou_6
0.44
avg_mou_action
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.17
monthly_2g_6
0.07
monthly_2g_8
0.07
churn
0.07
monthly_2g_7
0.06
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
598
2.2%
90.73
7
<0.1%
185.78
6
<0.1%
40.39
6
<0.1%
102.18
6
<0.1%
43.81
6
<0.1%
84.94
6
<0.1%
29.63
6
<0.1%
51.86
6
<0.1%
175.73
6
<0.1%
65.56
6
<0.1%
35.08
6
<0.1%
139.09
6
<0.1%
285.54
5
<0.1%
187.63
5
<0.1%
SMALLEST VALUES
0.0
598
2.2%
0.04
1
<0.1%
0.11
2
<0.1%
0.15
2
<0.1%
0.18
4
<0.1%
0.21
2
<0.1%
0.23
1
<0.1%
0.25
1
<0.1%
0.28
2
<0.1%
0.3
1
<0.1%
0.31
1
<0.1%
0.34
1
<0.1%
0.35
1
<0.1%
0.36
4
<0.1%
0.38
1
<0.1%
LARGEST VALUES
6798.64
1
<0.1%
5534.44
1
<0.1%
5253.21
1
<0.1%
4984.78
1
<0.1%
4729.86
1
<0.1%
4684.36
1
<0.1%
4667.61
1
<0.1%
4509.83
1
<0.1%
4136.89
1
<0.1%
4091.11
1
<0.1%
4061.69
1
<0.1%
4015.01
1
<0.1%
3955.83
1
<0.1%
3863.28
1
<0.1%
3826.28
1
<0.1%
total_ic_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_mou_7
0.88
total_ic_mou_8
0.83
total_ic_mou_6
0.81
loc_ic_mou_8
0.75
loc_ic_t2m_mou_7
0.74
loc_ic_mou_6
0.72
loc_ic_t2m_mou_8
0.63
loc_ic_t2m_mou_6
0.60
loc_ic_t2t_mou_7
0.60
avg_mou_action
0.52
loc_ic_t2t_mou_8
0.51
loc_ic_t2t_mou_6
0.50
std_ic_mou_7
0.46
total_mou_good
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.09
decrease_mou_action
0.08
monthly_2g_8
0.07
monthly_2g_6
0.07
monthly_2g_7
0.06
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
460
1.7%
75.28
6
<0.1%
93.94
6
<0.1%
141.14
6
<0.1%
80.14
6
<0.1%
34.74
6
<0.1%
17.39
6
<0.1%
30.66
6
<0.1%
215.99
5
<0.1%
96.44
5
<0.1%
73.71
5
<0.1%
57.89
5
<0.1%
47.78
5
<0.1%
84.14
5
<0.1%
124.73
5
<0.1%
SMALLEST VALUES
0.0
460
1.7%
0.03
1
<0.1%
0.1
1
<0.1%
0.11
1
<0.1%
0.13
1
<0.1%
0.14
1
<0.1%
0.15
2
<0.1%
0.18
1
<0.1%
0.19
1
<0.1%
0.3
1
<0.1%
0.31
2
<0.1%
0.35
1
<0.1%
0.38
1
<0.1%
0.39
1
<0.1%
0.41
2
<0.1%
LARGEST VALUES
7279.08
1
<0.1%
6555.78
1
<0.1%
5852.03
1
<0.1%
5548.19
1
<0.1%
5326.86
1
<0.1%
4651.01
1
<0.1%
4535.61
1
<0.1%
4412.59
1
<0.1%
4242.31
1
<0.1%
4183.73
1
<0.1%
4174.64
1
<0.1%
4108.43
1
<0.1%
4019.86
1
<0.1%
4015.19
1
<0.1%
3985.31
1
<0.1%
total_ic_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
loc_ic_mou_8
0.89
total_ic_mou_7
0.83
loc_ic_t2m_mou_8
0.76
loc_ic_mou_7
0.75
total_ic_mou_6
0.73
loc_ic_mou_6
0.66
loc_ic_t2m_mou_7
0.63
loc_ic_t2t_mou_8
0.59
loc_ic_t2m_mou_6
0.56
avg_mou_action
0.54
loc_ic_t2t_mou_7
0.49
std_ic_mou_8
0.45
loc_ic_t2t_mou_6
0.43
loc_og_t2m_mou_8
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.14
churn
0.13
monthly_2g_8
0.07
monthly_2g_6
0.07
monthly_2g_7
0.07
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
956
3.5%
151.84
8
<0.1%
47.11
6
<0.1%
187.63
6
<0.1%
116.46
6
<0.1%
38.63
6
<0.1%
77.74
6
<0.1%
189.13
6
<0.1%
55.44
6
<0.1%
49.81
6
<0.1%
74.84
6
<0.1%
38.16
6
<0.1%
32.71
5
<0.1%
124.24
5
<0.1%
195.54
5
<0.1%
SMALLEST VALUES
0.0
956
3.5%
0.01
1
<0.1%
0.06
2
<0.1%
0.08
1
<0.1%
0.1
1
<0.1%
0.14
1
<0.1%
0.15
1
<0.1%
0.25
2
<0.1%
0.26
5
<0.1%
0.29
1
<0.1%
0.3
2
<0.1%
0.33
1
<0.1%
0.34
2
<0.1%
0.35
1
<0.1%
0.39
1
<0.1%
LARGEST VALUES
5990.71
1
<0.1%
5775.86
1
<0.1%
5345.76
1
<0.1%
4800.41
1
<0.1%
4706.36
1
<0.1%
4465.19
1
<0.1%
4441.59
1
<0.1%
4430.24
1
<0.1%
4270.11
1
<0.1%
4253.78
1
<0.1%
4238.54
1
<0.1%
4162.71
1
<0.1%
4091.09
1
<0.1%
4043.68
1
<0.1%
3857.63
1
<0.1%
spl_ic_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
spl_ic_mou_7
0.32
spl_ic_mou_8
0.15
aon
-0.08
og_others_6
0.06
total_rech_num_6
0.05
roam_og_mou_6
-0.05
diff_mou
-0.05
max_rech_amt_6
-0.05
roam_ic_mou_6
-0.04
max_rech_amt_8
-0.04
max_rech_amt_7
-0.04
jul_vbc_3g
-0.04
total_mou_good
0.03
spl_og_mou_6
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.04
monthly_2g_7
0.03
monthly_2g_8
0.02
monthly_2g_6
0.01
churn
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
21,340
77.0%
0.15
650
2.3%
0.13
297
1.1%
0.3
261
0.9%
0.06
260
0.9%
0.28
250
0.9%
0.05
202
0.7%
0.08
189
0.7%
0.21
184
0.7%
0.43
177
0.6%
0.18
169
0.6%
0.26
164
0.6%
0.2
163
0.6%
0.23
157
0.6%
0.11
151
0.5%
SMALLEST VALUES
0.0
21,340
77.0%
0.01
30
0.1%
0.03
96
0.3%
0.04
4
<0.1%
0.05
202
0.7%
0.06
260
0.9%
0.08
189
0.7%
0.09
25
<0.1%
0.1
139
0.5%
0.11
151
0.5%
0.13
297
1.1%
0.14
79
0.3%
0.15
650
2.3%
0.16
121
0.4%
0.18
169
0.6%
LARGEST VALUES
19.76
1
<0.1%
6.74
1
<0.1%
2.18
1
<0.1%
1.33
1
<0.1%
0.9
13
<0.1%
0.88
14
<0.1%
0.86
13
<0.1%
0.84
4
<0.1%
0.83
11
<0.1%
0.81
17
<0.1%
0.8
3
<0.1%
0.79
5
<0.1%
0.78
11
<0.1%
0.76
15
<0.1%
0.75
31
0.1%
spl_ic_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
spl_ic_mou_6
0.32
diff_mou
0.04
total_og_mou_6
-0.04
spl_ic_mou_8
0.04
total_mou_good
-0.04
arpu_6
-0.03
total_rech_amt_6
-0.03
std_og_mou_6
-0.03
offnet_mou_6
-0.03
vol_2g_mb_8
0.03
aon
-0.03
onnet_mou_6
-0.03
total_rech_num_7
0.03
avg_rech_amt_6_7
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.03
monthly_2g_7
0.02
monthly_2g_6
0.01
monthly_2g_8
0.01
churn
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
26,165
94.4%
0.2
242
0.9%
0.06
89
0.3%
0.08
75
0.3%
0.05
67
0.2%
0.4
66
0.2%
0.18
63
0.2%
0.11
58
0.2%
0.1
46
0.2%
0.6
43
0.2%
0.13
42
0.2%
0.26
40
0.1%
0.16
34
0.1%
0.03
33
0.1%
0.36
32
0.1%
SMALLEST VALUES
0.0
26,165
94.4%
0.01
6
<0.1%
0.03
33
0.1%
0.04
1
<0.1%
0.05
67
0.2%
0.06
89
0.3%
0.08
75
0.3%
0.09
5
<0.1%
0.1
46
0.2%
0.11
58
0.2%
0.13
42
0.2%
0.14
13
<0.1%
0.15
30
0.1%
0.16
34
0.1%
0.18
63
0.2%
LARGEST VALUES
21.33
1
<0.1%
13.46
1
<0.1%
7.0
1
<0.1%
6.43
1
<0.1%
5.88
1
<0.1%
2.96
1
<0.1%
1.28
1
<0.1%
1.2
3
<0.1%
1.13
2
<0.1%
1.09
1
<0.1%
1.06
1
<0.1%
1.03
1
<0.1%
1.01
2
<0.1%
1.0
14
<0.1%
0.99
2
<0.1%
spl_ic_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
spl_ic_mou_6
0.15
std_og_t2m_mou_7
0.12
aon
-0.12
std_og_t2m_mou_8
0.12
std_og_t2m_mou_6
0.11
total_rech_num_8
0.11
avg_rech_num_action
0.09
std_og_mou_8
0.08
offnet_mou_7
0.08
offnet_mou_8
0.08
std_og_mou_6
0.07
max_rech_amt_6
-0.07
max_rech_amt_7
-0.07
std_og_mou_7
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.04
churn
0.04
monthly_2g_6
0.04
monthly_2g_8
0.04
decrease_mou_action
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
25,342
91.5%
0.25
515
1.9%
0.5
237
0.9%
0.75
88
0.3%
0.21
87
0.3%
0.06
71
0.3%
0.05
67
0.2%
0.08
67
0.2%
0.1
57
0.2%
0.11
56
0.2%
0.33
55
0.2%
0.46
51
0.2%
0.13
50
0.2%
0.23
49
0.2%
0.18
49
0.2%
SMALLEST VALUES
0.0
25,342
91.5%
0.01
12
<0.1%
0.03
22
<0.1%
0.04
3
<0.1%
0.05
67
0.2%
0.06
71
0.3%
0.08
67
0.2%
0.09
5
<0.1%
0.1
57
0.2%
0.11
56
0.2%
0.13
50
0.2%
0.14
9
<0.1%
0.15
19
<0.1%
0.16
40
0.1%
0.18
49
0.2%
LARGEST VALUES
1.26
1
<0.1%
1.25
1
<0.1%
1.16
1
<0.1%
1.15
1
<0.1%
1.01
1
<0.1%
1.0
18
<0.1%
0.98
4
<0.1%
0.96
6
<0.1%
0.95
1
<0.1%
0.94
2
<0.1%
0.93
2
<0.1%
0.91
4
<0.1%
0.89
3
<0.1%
0.88
2
<0.1%
0.86
4
<0.1%
isd_ic_mou_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
isd_ic_mou_7
0.80
isd_ic_mou_8
0.62
total_ic_mou_6
0.24
total_ic_mou_7
0.21
total_ic_mou_8
0.19
isd_og_mou_6
0.14
ic_others_7
0.13
ic_others_6
0.11
ic_others_8
0.11
total_mou_good
0.10
isd_og_mou_7
0.10
isd_og_mou_8
0.08
avg_mou_action
0.07
std_ic_mou_8
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_8
0.04
monthly_2g_6
0.03
monthly_2g_7
0.03
decrease_mou_action
0.03
churn
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
21,481
77.5%
0.01
128
0.5%
0.03
94
0.3%
0.05
67
0.2%
0.53
34
0.1%
0.5
31
0.1%
0.06
29
0.1%
0.46
29
0.1%
0.45
29
0.1%
0.51
25
<0.1%
0.08
22
<0.1%
0.43
21
<0.1%
0.48
20
<0.1%
0.11
19
<0.1%
0.33
18
<0.1%
SMALLEST VALUES
0.0
21,481
77.5%
0.01
128
0.5%
0.03
94
0.3%
0.04
3
<0.1%
0.05
67
0.2%
0.06
29
0.1%
0.08
22
<0.1%
0.09
1
<0.1%
0.1
16
<0.1%
0.11
19
<0.1%
0.13
9
<0.1%
0.15
13
<0.1%
0.16
16
<0.1%
0.18
17
<0.1%
0.2
16
<0.1%
LARGEST VALUES
3965.69
1
<0.1%
1767.39
1
<0.1%
1626.71
1
<0.1%
1624.54
1
<0.1%
1607.29
1
<0.1%
1549.06
1
<0.1%
1470.41
1
<0.1%
1370.64
1
<0.1%
1299.49
1
<0.1%
1295.93
1
<0.1%
1270.54
1
<0.1%
1241.43
1
<0.1%
1223.58
1
<0.1%
1083.61
1
<0.1%
1060.91
1
<0.1%
isd_ic_mou_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
isd_ic_mou_6
0.80
isd_ic_mou_8
0.75
total_ic_mou_7
0.25
total_ic_mou_8
0.22
total_ic_mou_6
0.19
ic_others_7
0.17
ic_others_8
0.15
isd_og_mou_6
0.13
isd_og_mou_7
0.11
avg_mou_action
0.10
isd_og_mou_8
0.10
ic_others_6
0.09
total_mou_good
0.07
std_ic_mou_8
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_8
0.03
decrease_mou_action
0.02
churn
0.02
monthly_2g_7
0.02
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
21,110
76.2%
0.01
54
0.2%
0.46
37
0.1%
0.05
33
0.1%
0.03
30
0.1%
0.43
27
<0.1%
0.28
26
<0.1%
0.36
25
<0.1%
0.06
24
<0.1%
0.53
24
<0.1%
0.25
24
<0.1%
0.33
24
<0.1%
0.2
24
<0.1%
0.35
23
<0.1%
0.48
22
<0.1%
SMALLEST VALUES
0.0
21,110
76.2%
0.01
54
0.2%
0.03
30
0.1%
0.05
33
0.1%
0.06
24
<0.1%
0.08
22
<0.1%
0.09
1
<0.1%
0.1
15
<0.1%
0.11
12
<0.1%
0.13
15
<0.1%
0.15
11
<0.1%
0.16
17
<0.1%
0.18
18
<0.1%
0.19
1
<0.1%
0.2
24
<0.1%
LARGEST VALUES
3657.08
1
<0.1%
2631.34
1
<0.1%
2224.83
1
<0.1%
2043.41
1
<0.1%
2000.71
1
<0.1%
1732.83
1
<0.1%
1704.23
1
<0.1%
1679.54
1
<0.1%
1545.63
1
<0.1%
1522.16
1
<0.1%
1469.33
1
<0.1%
1455.89
1
<0.1%
1391.61
1
<0.1%
1382.04
1
<0.1%
1377.53
1
<0.1%
isd_ic_mou_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
isd_ic_mou_7
0.75
isd_ic_mou_6
0.62
total_ic_mou_8
0.27
total_ic_mou_7
0.20
ic_others_7
0.17
total_ic_mou_6
0.16
ic_others_8
0.16
isd_og_mou_6
0.12
isd_og_mou_8
0.12
avg_mou_action
0.10
isd_og_mou_7
0.10
ic_others_6
0.09
total_mou_good
0.06
arpu_8
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.04
churn
0.03
monthly_2g_8
0.02
monthly_2g_7
0.02
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
21,512
77.6%
0.03
46
0.2%
0.01
43
0.2%
0.46
35
0.1%
0.45
34
0.1%
0.48
31
0.1%
0.2
29
0.1%
0.16
26
<0.1%
0.33
26
<0.1%
0.05
25
<0.1%
0.28
24
<0.1%
0.31
24
<0.1%
0.3
23
<0.1%
0.08
22
<0.1%
0.38
22
<0.1%
SMALLEST VALUES
0.0
21,512
77.6%
0.01
43
0.2%
0.03
46
0.2%
0.04
1
<0.1%
0.05
25
<0.1%
0.06
14
<0.1%
0.08
22
<0.1%
0.09
1
<0.1%
0.1
17
<0.1%
0.11
14
<0.1%
0.13
8
<0.1%
0.14
1
<0.1%
0.15
11
<0.1%
0.16
26
<0.1%
0.18
14
<0.1%
LARGEST VALUES
4100.38
1
<0.1%
3432.88
1
<0.1%
2752.94
1
<0.1%
2396.69
1
<0.1%
2204.08
1
<0.1%
1801.06
1
<0.1%
1745.99
1
<0.1%
1552.01
1
<0.1%
1404.76
1
<0.1%
1390.06
1
<0.1%
1384.03
1
<0.1%
1358.26
1
<0.1%
1311.71
1
<0.1%
1296.76
1
<0.1%
1275.71
1
<0.1%
ic_others_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ic_others_7
0.68
ic_others_8
0.63
isd_ic_mou_6
0.11
total_ic_mou_6
0.11
isd_ic_mou_7
0.09
isd_ic_mou_8
0.09
total_ic_mou_7
0.08
total_ic_mou_8
0.07
total_mou_good
0.06
loc_ic_mou_6
0.04
loc_ic_t2m_mou_6
0.04
loc_ic_mou_7
0.03
spl_ic_mou_6
0.03
avg_mou_action
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.03
churn
0.01
monthly_2g_8
0.01
monthly_2g_7
0.00
monthly_2g_6
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,281
73.2%
0.48
225
0.8%
0.15
205
0.7%
0.06
201
0.7%
0.05
173
0.6%
0.08
167
0.6%
0.1
154
0.6%
0.13
122
0.4%
0.11
118
0.4%
0.33
111
0.4%
0.3
102
0.4%
0.03
98
0.4%
0.18
97
0.4%
0.41
97
0.4%
0.16
94
0.3%
SMALLEST VALUES
0.0
20,281
73.2%
0.01
45
0.2%
0.03
98
0.4%
0.04
2
<0.1%
0.05
173
0.6%
0.06
201
0.7%
0.08
167
0.6%
0.09
4
<0.1%
0.1
154
0.6%
0.11
118
0.4%
0.13
122
0.4%
0.14
13
<0.1%
0.15
205
0.7%
0.16
94
0.3%
0.18
97
0.4%
LARGEST VALUES
1344.14
1
<0.1%
1178.99
1
<0.1%
585.91
1
<0.1%
476.86
1
<0.1%
450.19
1
<0.1%
344.24
1
<0.1%
343.26
1
<0.1%
341.81
1
<0.1%
331.93
1
<0.1%
265.81
1
<0.1%
256.04
1
<0.1%
254.34
1
<0.1%
242.06
1
<0.1%
218.73
1
<0.1%
195.39
1
<0.1%
ic_others_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ic_others_8
0.71
ic_others_6
0.68
isd_ic_mou_7
0.17
isd_ic_mou_8
0.17
isd_ic_mou_6
0.13
total_ic_mou_7
0.11
total_ic_mou_8
0.10
og_others_8
0.09
total_ic_mou_6
0.08
avg_mou_action
0.06
total_mou_good
0.04
isd_og_mou_7
0.03
std_ic_t2m_mou_8
0.03
std_ic_mou_8
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.01
monthly_2g_8
0.00
decrease_mou_action
0.00
monthly_2g_7
0.00
monthly_2g_6
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,657
74.6%
0.1
129
0.5%
0.05
115
0.4%
0.06
115
0.4%
0.11
112
0.4%
0.13
107
0.4%
0.16
103
0.4%
0.2
101
0.4%
0.46
97
0.4%
0.08
95
0.3%
0.21
90
0.3%
0.28
82
0.3%
0.38
80
0.3%
0.48
77
0.3%
0.18
75
0.3%
SMALLEST VALUES
0.0
20,657
74.6%
0.01
42
0.2%
0.03
62
0.2%
0.04
1
<0.1%
0.05
115
0.4%
0.06
115
0.4%
0.08
95
0.3%
0.09
8
<0.1%
0.1
129
0.5%
0.11
112
0.4%
0.13
107
0.4%
0.14
9
<0.1%
0.15
68
0.2%
0.16
103
0.4%
0.18
75
0.3%
LARGEST VALUES
1495.94
1
<0.1%
816.48
1
<0.1%
619.08
1
<0.1%
613.49
1
<0.1%
501.49
1
<0.1%
484.01
1
<0.1%
448.94
1
<0.1%
394.74
1
<0.1%
358.33
1
<0.1%
352.38
1
<0.1%
321.58
1
<0.1%
301.63
1
<0.1%
292.53
1
<0.1%
266.54
1
<0.1%
258.11
1
<0.1%
ic_others_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ic_others_7
0.71
ic_others_6
0.63
isd_ic_mou_8
0.16
isd_ic_mou_7
0.15
total_ic_mou_8
0.12
isd_ic_mou_6
0.11
total_ic_mou_7
0.10
total_ic_mou_6
0.08
og_others_8
0.07
avg_mou_action
0.06
total_mou_good
0.04
loc_ic_mou_8
0.04
loc_ic_mou_7
0.04
std_ic_t2f_mou_8
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.02
decrease_mou_action
0.01
monthly_2g_6
0.01
monthly_2g_8
0.00
monthly_2g_7
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,268
73.2%
0.1
242
0.9%
0.06
209
0.8%
0.08
202
0.7%
0.16
144
0.5%
0.13
143
0.5%
0.25
121
0.4%
0.11
115
0.4%
0.23
110
0.4%
0.21
106
0.4%
0.05
102
0.4%
0.18
97
0.4%
0.31
93
0.3%
0.38
92
0.3%
0.26
92
0.3%
SMALLEST VALUES
0.0
20,268
73.2%
0.01
48
0.2%
0.03
46
0.2%
0.05
102
0.4%
0.06
209
0.8%
0.08
202
0.7%
0.09
7
<0.1%
0.1
242
0.9%
0.11
115
0.4%
0.13
143
0.5%
0.14
32
0.1%
0.15
79
0.3%
0.16
144
0.5%
0.18
97
0.4%
0.19
20
<0.1%
LARGEST VALUES
1209.86
1
<0.1%
694.53
1
<0.1%
555.34
1
<0.1%
543.99
1
<0.1%
507.81
1
<0.1%
405.16
1
<0.1%
396.64
1
<0.1%
349.24
1
<0.1%
345.69
1
<0.1%
325.96
1
<0.1%
316.36
1
<0.1%
259.13
1
<0.1%
230.34
1
<0.1%
227.54
1
<0.1%
223.86
1
<0.1%
total_rech_num_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_rech_num_7
0.69
avg_rech_num_action
0.68
total_rech_num_8
0.59
arpu_6
0.37
total_rech_amt_6
0.35
total_og_mou_6
0.34
std_og_mou_6
0.32
max_rech_amt_7
-0.30
total_mou_good
0.29
max_rech_amt_6
-0.28
max_rech_amt_8
-0.27
og_others_6
0.27
last_day_rch_amt_7
-0.27
sachet_2g_6
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.15
monthly_2g_7
0.08
monthly_2g_8
0.08
monthly_2g_6
0.08
churn
0.03
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
6
2,415
8.7%
7
2,406
8.7%
8
2,312
8.3%
9
2,077
7.5%
5
1,989
7.2%
10
1,786
6.4%
11
1,567
5.7%
4
1,446
5.2%
12
1,286
4.6%
13
1,093
3.9%
14
921
3.3%
3
841
3.0%
15
823
3.0%
16
709
2.6%
17
603
2.2%
SMALLEST VALUES
0
27
<0.1%
1
177
0.6%
2
400
1.4%
3
841
3.0%
4
1,446
5.2%
5
1,989
7.2%
6
2,415
8.7%
7
2,406
8.7%
8
2,312
8.3%
9
2,077
7.5%
10
1,786
6.4%
11
1,567
5.7%
12
1,286
4.6%
13
1,093
3.9%
14
921
3.3%
LARGEST VALUES
307
1
<0.1%
170
1
<0.1%
136
1
<0.1%
125
2
<0.1%
121
1
<0.1%
117
1
<0.1%
110
1
<0.1%
105
1
<0.1%
102
1
<0.1%
97
1
<0.1%
94
2
<0.1%
89
1
<0.1%
88
1
<0.1%
84
2
<0.1%
83
2
<0.1%
total_rech_num_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_rech_num_action
0.94
total_rech_num_8
0.77
total_rech_num_6
0.69
arpu_7
0.35
max_rech_amt_6
-0.33
total_rech_amt_7
0.32
total_og_mou_7
0.32
std_og_mou_7
0.32
max_rech_amt_7
-0.30
last_day_rch_amt_6
-0.29
avg_arpu_action
0.29
sachet_2g_7
0.29
avg_rech_amt_action
0.29
max_rech_amt_8
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.11
decrease_mou_action
0.10
monthly_2g_8
0.09
monthly_2g_7
0.09
churn
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
6
2,429
8.8%
5
2,272
8.2%
7
2,209
8.0%
8
2,052
7.4%
9
1,833
6.6%
4
1,704
6.2%
10
1,665
6.0%
11
1,376
5.0%
12
1,305
4.7%
3
1,071
3.9%
13
1,016
3.7%
14
903
3.3%
15
735
2.7%
16
701
2.5%
17
589
2.1%
SMALLEST VALUES
0
56
0.2%
1
191
0.7%
2
539
1.9%
3
1,071
3.9%
4
1,704
6.2%
5
2,272
8.2%
6
2,429
8.8%
7
2,209
8.0%
8
2,052
7.4%
9
1,833
6.6%
10
1,665
6.0%
11
1,376
5.0%
12
1,305
4.7%
13
1,016
3.7%
14
903
3.3%
LARGEST VALUES
138
1
<0.1%
120
1
<0.1%
119
1
<0.1%
111
2
<0.1%
110
1
<0.1%
107
1
<0.1%
105
1
<0.1%
96
1
<0.1%
89
2
<0.1%
87
1
<0.1%
86
1
<0.1%
85
1
<0.1%
84
1
<0.1%
83
1
<0.1%
82
2
<0.1%
total_rech_num_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_rech_num_action
0.94
total_rech_num_7
0.77
total_rech_num_6
0.59
total_rech_amt_8
0.40
arpu_8
0.40
total_og_mou_8
0.38
std_og_mou_8
0.37
avg_arpu_action
0.36
avg_rech_amt_action
0.35
sachet_2g_8
0.30
max_rech_amt_6
-0.29
avg_mou_action
0.29
max_rech_amt_7
-0.28
offnet_mou_8
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.14
monthly_2g_6
0.10
monthly_2g_7
0.09
monthly_2g_8
0.07
churn
0.07
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
4
2,225
8.0%
5
2,192
7.9%
6
2,070
7.5%
3
1,926
7.0%
7
1,890
6.8%
8
1,844
6.7%
9
1,604
5.8%
2
1,525
5.5%
10
1,427
5.2%
11
1,279
4.6%
12
996
3.6%
13
910
3.3%
1
831
3.0%
14
758
2.7%
15
673
2.4%
SMALLEST VALUES
0
282
1.0%
1
831
3.0%
2
1,525
5.5%
3
1,926
7.0%
4
2,225
8.0%
5
2,192
7.9%
6
2,070
7.5%
7
1,890
6.8%
8
1,844
6.7%
9
1,604
5.8%
10
1,427
5.2%
11
1,279
4.6%
12
996
3.6%
13
910
3.3%
14
758
2.7%
LARGEST VALUES
138
1
<0.1%
127
1
<0.1%
122
1
<0.1%
121
1
<0.1%
116
1
<0.1%
102
1
<0.1%
96
1
<0.1%
94
1
<0.1%
90
2
<0.1%
88
1
<0.1%
86
2
<0.1%
85
1
<0.1%
82
2
<0.1%
81
2
<0.1%
79
2
<0.1%
total_rech_amt_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
arpu_6
0.90
avg_rech_amt_6_7
0.82
total_og_mou_6
0.59
total_mou_good
0.58
offnet_mou_6
0.52
arpu_7
0.49
avg_arpu_action
0.49
avg_rech_amt_action
0.43
std_og_mou_6
0.41
arpu_8
0.40
total_rech_amt_8
0.40
max_rech_amt_6
0.39
total_rech_amt_7
0.37
onnet_mou_6
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.21
monthly_2g_6
0.04
churn
0.03
monthly_2g_7
0.02
monthly_2g_8
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
550
266
1.0%
440
256
0.9%
0
255
0.9%
500
239
0.9%
330
207
0.7%
400
162
0.6%
450
161
0.6%
600
158
0.6%
360
153
0.6%
420
152
0.5%
476
150
0.5%
350
143
0.5%
250
139
0.5%
480
137
0.5%
510
130
0.5%
SMALLEST VALUES
0
255
0.9%
10
6
<0.1%
14
1
<0.1%
15
2
<0.1%
18
1
<0.1%
19
1
<0.1%
20
13
<0.1%
23
2
<0.1%
26
1
<0.1%
27
1
<0.1%
30
30
0.1%
32
1
<0.1%
34
1
<0.1%
36
5
<0.1%
48
4
<0.1%
LARGEST VALUES
4255
1
<0.1%
4252
1
<0.1%
4010
1
<0.1%
4000
1
<0.1%
3630
1
<0.1%
3600
1
<0.1%
3301
1
<0.1%
3253
1
<0.1%
3130
1
<0.1%
3100
1
<0.1%
3054
1
<0.1%
3050
1
<0.1%
3031
1
<0.1%
3028
1
<0.1%
3011
1
<0.1%
total_rech_amt_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
arpu_7
0.90
avg_rech_amt_action
0.86
avg_rech_amt_6_7
0.83
avg_arpu_action
0.83
arpu_8
0.63
total_og_mou_7
0.58
total_rech_amt_8
0.55
avg_mou_action
0.54
offnet_mou_7
0.50
arpu_6
0.46
total_og_mou_8
0.45
std_og_mou_7
0.42
max_rech_amt_7
0.41
offnet_mou_8
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.19
monthly_2g_7
0.05
monthly_2g_6
0.02
monthly_2g_8
0.02
churn
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
297
1.1%
500
269
1.0%
550
249
0.9%
440
241
0.9%
330
226
0.8%
600
162
0.6%
250
160
0.6%
476
157
0.6%
400
154
0.6%
360
152
0.5%
450
140
0.5%
480
131
0.5%
350
129
0.5%
750
128
0.5%
490
127
0.5%
SMALLEST VALUES
0
297
1.1%
7
1
<0.1%
10
7
<0.1%
15
2
<0.1%
17
2
<0.1%
20
4
<0.1%
23
1
<0.1%
25
1
<0.1%
26
3
<0.1%
27
1
<0.1%
30
12
<0.1%
31
1
<0.1%
33
4
<0.1%
35
1
<0.1%
36
6
<0.1%
LARGEST VALUES
4302
1
<0.1%
4252
1
<0.1%
3884
1
<0.1%
3588
1
<0.1%
3500
1
<0.1%
3251
1
<0.1%
3232
1
<0.1%
3200
1
<0.1%
3114
1
<0.1%
3100
2
<0.1%
3040
1
<0.1%
3030
1
<0.1%
3016
1
<0.1%
3011
2
<0.1%
2964
1
<0.1%
total_rech_amt_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
arpu_8
0.93
avg_rech_amt_action
0.90
avg_arpu_action
0.87
arpu_7
0.62
total_og_mou_8
0.62
avg_rech_amt_6_7
0.58
total_rech_amt_7
0.55
offnet_mou_8
0.55
avg_mou_action
0.55
max_rech_amt_8
0.46
std_og_mou_8
0.45
arpu_6
0.41
total_rech_num_8
0.40
total_rech_amt_6
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.23
churn
0.12
monthly_2g_8
0.08
monthly_2g_7
0.02
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
1,149
4.1%
500
233
0.8%
390
233
0.8%
260
224
0.8%
130
208
0.8%
250
206
0.7%
520
152
0.5%
400
141
0.5%
650
136
0.5%
200
134
0.5%
350
132
0.5%
550
128
0.5%
300
121
0.4%
280
110
0.4%
330
108
0.4%
SMALLEST VALUES
0
1,149
4.1%
7
4
<0.1%
9
1
<0.1%
10
31
0.1%
12
1
<0.1%
15
1
<0.1%
17
5
<0.1%
19
3
<0.1%
20
53
0.2%
22
1
<0.1%
23
6
<0.1%
24
2
<0.1%
25
8
<0.1%
26
17
<0.1%
27
5
<0.1%
LARGEST VALUES
7443
1
<0.1%
6778
1
<0.1%
5660
1
<0.1%
5513
1
<0.1%
5180
1
<0.1%
5080
1
<0.1%
4994
1
<0.1%
4765
1
<0.1%
4496
1
<0.1%
4449
2
<0.1%
4115
1
<0.1%
4000
2
<0.1%
3925
1
<0.1%
3919
1
<0.1%
3652
1
<0.1%
max_rech_amt_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
last_day_rch_amt_6
0.62
max_rech_amt_8
0.56
max_rech_amt_7
0.46
total_rech_amt_6
0.39
last_day_rch_amt_8
0.38
total_rech_num_7
-0.33
avg_rech_num_action
-0.33
last_day_rch_amt_7
0.30
total_rech_num_8
-0.29
total_rech_num_6
-0.28
avg_rech_amt_6_7
0.27
loc_og_t2f_mou_6
0.25
loc_og_t2f_mou_8
0.24
loc_og_t2f_mou_7
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.09
monthly_2g_8
0.06
monthly_2g_7
0.06
churn
0.04
decrease_mou_action
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
110
8,003
28.9%
120
2,165
7.8%
50
1,764
6.4%
154
1,546
5.6%
252
1,501
5.4%
128
1,470
5.3%
250
1,417
5.1%
200
835
3.0%
30
615
2.2%
90
479
1.7%
198
474
1.7%
36
433
1.6%
67
413
1.5%
150
392
1.4%
350
383
1.4%
SMALLEST VALUES
0
255
0.9%
7
1
<0.1%
10
14
<0.1%
14
2
<0.1%
15
2
<0.1%
17
3
<0.1%
18
2
<0.1%
19
1
<0.1%
20
74
0.3%
22
1
<0.1%
23
2
<0.1%
25
16
<0.1%
26
1
<0.1%
27
2
<0.1%
29
1
<0.1%
LARGEST VALUES
4010
1
<0.1%
3350
1
<0.1%
3000
3
<0.1%
2100
6
<0.1%
2010
1
<0.1%
2000
8
<0.1%
1649
5
<0.1%
1580
3
<0.1%
1500
5
<0.1%
1479
1
<0.1%
1255
2
<0.1%
1119
4
<0.1%
1100
3
<0.1%
1098
9
<0.1%
1050
49
0.2%
max_rech_amt_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
last_day_rch_amt_7
0.61
max_rech_amt_8
0.50
max_rech_amt_6
0.46
total_rech_amt_7
0.41
last_day_rch_amt_8
0.36
avg_rech_num_action
-0.31
total_rech_num_6
-0.30
total_rech_num_7
-0.30
avg_rech_amt_6_7
0.30
avg_rech_amt_action
0.30
total_rech_num_8
-0.28
last_day_rch_amt_6
0.28
avg_arpu_action
0.26
arpu_7
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.09
monthly_2g_8
0.07
monthly_2g_6
0.07
decrease_mou_action
0.05
churn
0.04
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
110
5,767
20.8%
128
2,388
8.6%
50
1,973
7.1%
130
1,654
6.0%
252
1,593
5.7%
154
1,521
5.5%
120
1,462
5.3%
250
1,331
4.8%
150
811
2.9%
200
806
2.9%
30
615
2.2%
198
563
2.0%
67
430
1.6%
36
362
1.3%
169
353
1.3%
SMALLEST VALUES
0
297
1.1%
7
1
<0.1%
10
13
<0.1%
15
2
<0.1%
17
4
<0.1%
18
2
<0.1%
20
68
0.2%
22
1
<0.1%
23
3
<0.1%
25
40
0.1%
26
6
<0.1%
27
18
<0.1%
29
1
<0.1%
30
615
2.2%
31
2
<0.1%
LARGEST VALUES
3100
1
<0.1%
2199
1
<0.1%
2100
10
<0.1%
2010
3
<0.1%
2000
5
<0.1%
1649
6
<0.1%
1500
7
<0.1%
1479
3
<0.1%
1255
3
<0.1%
1100
3
<0.1%
1099
1
<0.1%
1098
13
<0.1%
1050
54
0.2%
1010
16
<0.1%
1001
8
<0.1%
max_rech_amt_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
last_day_rch_amt_8
0.66
max_rech_amt_6
0.56
max_rech_amt_7
0.50
total_rech_amt_8
0.46
avg_rech_amt_action
0.39
arpu_8
0.36
avg_arpu_action
0.35
last_day_rch_amt_6
0.35
last_day_rch_amt_7
0.32
total_rech_num_7
-0.28
arpu_7
0.27
total_rech_num_6
-0.27
avg_rech_num_action
-0.26
avg_rech_amt_6_7
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_8
0.11
churn
0.09
decrease_mou_action
0.08
monthly_2g_7
0.08
monthly_2g_6
0.07
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
130
6,380
23.0%
50
2,185
7.9%
144
1,616
5.8%
252
1,485
5.4%
150
1,428
5.2%
154
1,237
4.5%
250
1,211
4.4%
0
1,149
4.1%
30
929
3.4%
200
715
2.6%
198
547
2.0%
169
536
1.9%
100
500
1.8%
67
450
1.6%
36
381
1.4%
SMALLEST VALUES
0
1,149
4.1%
7
4
<0.1%
9
1
<0.1%
10
55
0.2%
12
1
<0.1%
14
1
<0.1%
15
2
<0.1%
17
14
<0.1%
18
2
<0.1%
19
4
<0.1%
20
180
0.6%
22
2
<0.1%
23
15
<0.1%
24
6
<0.1%
25
61
0.2%
LARGEST VALUES
4449
2
<0.1%
3000
1
<0.1%
2199
4
<0.1%
2100
2
<0.1%
2010
1
<0.1%
1699
2
<0.1%
1649
3
<0.1%
1580
1
<0.1%
1555
1
<0.1%
1500
5
<0.1%
1479
1
<0.1%
1100
2
<0.1%
1098
32
0.1%
1050
33
0.1%
1049
2
<0.1%
last_day_rch_amt_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
max_rech_amt_6
0.62
max_rech_amt_8
0.35
last_day_rch_amt_8
0.31
total_rech_amt_6
0.31
total_rech_num_7
-0.29
avg_rech_num_action
-0.29
max_rech_amt_7
0.28
last_day_rch_amt_7
0.27
total_rech_num_8
-0.25
total_rech_num_6
-0.25
avg_rech_amt_6_7
0.21
loc_og_t2f_mou_6
0.18
loc_og_t2f_mou_8
0.17
loc_og_t2f_mou_7
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.03
churn
0.02
monthly_2g_8
0.02
monthly_2g_7
0.01
decrease_mou_action
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
110
7,050
25.4%
0
3,483
12.6%
30
2,796
10.1%
50
2,514
9.1%
120
1,723
6.2%
20
1,145
4.1%
250
839
3.0%
128
803
2.9%
10
706
2.5%
252
596
2.2%
200
477
1.7%
154
456
1.6%
44
342
1.2%
150
276
1.0%
100
265
1.0%
SMALLEST VALUES
0
3,483
12.6%
5
1
<0.1%
7
20
<0.1%
9
28
0.1%
10
706
2.5%
12
7
<0.1%
14
36
0.1%
15
30
0.1%
17
58
0.2%
18
21
<0.1%
19
11
<0.1%
20
1,145
4.1%
21
11
<0.1%
22
6
<0.1%
23
69
0.2%
LARGEST VALUES
4010
1
<0.1%
3350
1
<0.1%
2100
4
<0.1%
2010
1
<0.1%
2000
4
<0.1%
1649
4
<0.1%
1580
1
<0.1%
1500
1
<0.1%
1479
1
<0.1%
1255
1
<0.1%
1100
1
<0.1%
1098
6
<0.1%
1050
18
<0.1%
1010
7
<0.1%
1001
13
<0.1%
last_day_rch_amt_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
max_rech_amt_7
0.61
total_rech_amt_7
0.32
max_rech_amt_8
0.32
max_rech_amt_6
0.30
last_day_rch_amt_8
0.30
avg_rech_num_action
-0.28
last_day_rch_amt_6
0.27
total_rech_num_7
-0.27
total_rech_num_6
-0.27
total_rech_num_8
-0.25
avg_rech_amt_6_7
0.24
avg_rech_amt_action
0.23
avg_arpu_action
0.20
arpu_8
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.06
monthly_2g_7
0.04
churn
0.04
monthly_2g_6
0.03
monthly_2g_8
0.03
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
4,127
14.9%
110
3,305
11.9%
30
2,515
9.1%
50
2,488
9.0%
130
2,023
7.3%
128
1,950
7.0%
20
994
3.6%
250
836
3.0%
120
803
2.9%
150
708
2.6%
10
701
2.5%
252
624
2.3%
100
500
1.8%
200
486
1.8%
154
476
1.7%
SMALLEST VALUES
0
4,127
14.9%
1
2
<0.1%
4
1
<0.1%
7
31
0.1%
9
33
0.1%
10
701
2.5%
14
16
<0.1%
15
12
<0.1%
17
80
0.3%
18
20
<0.1%
20
994
3.6%
21
5
<0.1%
22
1
<0.1%
23
73
0.3%
24
16
<0.1%
LARGEST VALUES
2199
1
<0.1%
2100
5
<0.1%
2010
3
<0.1%
2000
2
<0.1%
1649
1
<0.1%
1500
2
<0.1%
1479
2
<0.1%
1255
1
<0.1%
1100
1
<0.1%
1098
7
<0.1%
1050
17
<0.1%
1010
16
<0.1%
1001
8
<0.1%
1000
63
0.2%
951
10
<0.1%
last_day_rch_amt_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
max_rech_amt_8
0.66
max_rech_amt_6
0.38
max_rech_amt_7
0.36
total_rech_amt_8
0.35
last_day_rch_amt_6
0.31
last_day_rch_amt_7
0.30
avg_rech_amt_action
0.30
arpu_8
0.26
avg_arpu_action
0.25
avg_rech_num_action
-0.25
total_rech_num_7
-0.24
total_rech_num_6
-0.23
total_rech_num_8
-0.22
loc_og_t2f_mou_8
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.08
decrease_mou_action
0.07
monthly_2g_8
0.05
monthly_2g_7
0.04
monthly_2g_6
0.03
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
6,014
21.7%
130
5,592
20.2%
50
2,428
8.8%
30
2,378
8.6%
20
994
3.6%
150
825
3.0%
250
812
2.9%
10
758
2.7%
144
697
2.5%
252
610
2.2%
200
466
1.7%
100
440
1.6%
154
320
1.2%
42
293
1.1%
25
250
0.9%
SMALLEST VALUES
0
6,014
21.7%
1
1
<0.1%
4
1
<0.1%
5
1
<0.1%
7
66
0.2%
8
1
<0.1%
9
28
0.1%
10
758
2.7%
12
9
<0.1%
13
3
<0.1%
14
24
<0.1%
15
19
<0.1%
17
84
0.3%
18
17
<0.1%
19
44
0.2%
LARGEST VALUES
4449
2
<0.1%
2100
2
<0.1%
2010
1
<0.1%
1699
1
<0.1%
1649
2
<0.1%
1580
1
<0.1%
1500
1
<0.1%
1479
1
<0.1%
1098
16
<0.1%
1050
10
<0.1%
1049
2
<0.1%
1010
8
<0.1%
1001
3
<0.1%
1000
65
0.2%
951
6
<0.1%
vol_2g_mb_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
vol_2g_mb_7
0.67
vol_2g_mb_8
0.53
sachet_2g_6
0.24
sachet_2g_7
0.18
sachet_2g_8
0.16
jul_vbc_3g
0.12
jun_vbc_3g
0.12
aug_vbc_3g
0.11
total_og_mou_7
-0.10
vol_3g_mb_8
0.10
total_og_mou_6
-0.10
vol_3g_mb_7
0.09
std_og_mou_7
-0.09
avg_mou_action
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.39
monthly_2g_7
0.31
monthly_2g_8
0.27
churn
0.02
decrease_mou_action
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
18,499
66.8%
0.01
53
0.2%
0.02
30
0.1%
0.04
23
<0.1%
0.03
22
<0.1%
0.11
21
<0.1%
0.05
19
<0.1%
0.09
14
<0.1%
0.06
13
<0.1%
0.12
11
<0.1%
0.19
10
<0.1%
0.13
10
<0.1%
0.36
10
<0.1%
0.21
10
<0.1%
0.1
9
<0.1%
SMALLEST VALUES
0.0
18,499
66.8%
0.01
53
0.2%
0.02
30
0.1%
0.03
22
<0.1%
0.04
23
<0.1%
0.05
19
<0.1%
0.06
13
<0.1%
0.07
9
<0.1%
0.08
6
<0.1%
0.09
14
<0.1%
0.1
9
<0.1%
0.11
21
<0.1%
0.12
11
<0.1%
0.13
10
<0.1%
0.14
7
<0.1%
LARGEST VALUES
10285.9
1
<0.1%
7213.06
1
<0.1%
5456.49
1
<0.1%
4504.24
1
<0.1%
4503.97
1
<0.1%
4422.47
1
<0.1%
4305.29
1
<0.1%
4263.96
1
<0.1%
4128.83
1
<0.1%
4096.76
1
<0.1%
3902.93
1
<0.1%
3818.71
1
<0.1%
3772.85
1
<0.1%
3755.69
1
<0.1%
3662.68
1
<0.1%
vol_2g_mb_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
vol_2g_mb_8
0.69
vol_2g_mb_6
0.67
sachet_2g_7
0.24
sachet_2g_6
0.19
sachet_2g_8
0.19
jul_vbc_3g
0.10
aug_vbc_3g
0.09
total_og_mou_6
-0.09
total_og_mou_7
-0.09
total_mou_good
-0.08
avg_mou_action
-0.07
std_og_mou_6
-0.07
std_og_mou_7
-0.07
jun_vbc_3g
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.40
monthly_2g_6
0.29
monthly_2g_8
0.28
churn
0.03
decrease_mou_action
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
18,295
66.0%
0.01
36
0.1%
0.02
35
0.1%
0.04
25
<0.1%
0.03
21
<0.1%
0.05
21
<0.1%
0.12
16
<0.1%
0.06
13
<0.1%
0.14
13
<0.1%
0.15
13
<0.1%
0.13
13
<0.1%
0.17
13
<0.1%
4.95
12
<0.1%
0.11
12
<0.1%
1.02
11
<0.1%
SMALLEST VALUES
0.0
18,295
66.0%
0.01
36
0.1%
0.02
35
0.1%
0.03
21
<0.1%
0.04
25
<0.1%
0.05
21
<0.1%
0.06
13
<0.1%
0.07
7
<0.1%
0.08
10
<0.1%
0.09
6
<0.1%
0.1
11
<0.1%
0.11
12
<0.1%
0.12
16
<0.1%
0.13
13
<0.1%
0.14
13
<0.1%
LARGEST VALUES
7873.55
1
<0.1%
6756.9
1
<0.1%
5606.29
1
<0.1%
5592.25
1
<0.1%
5553.44
1
<0.1%
5471.05
1
<0.1%
4625.97
1
<0.1%
4574.57
1
<0.1%
4433.22
1
<0.1%
4301.27
1
<0.1%
4209.59
1
<0.1%
4138.19
1
<0.1%
4020.8
1
<0.1%
3909.68
1
<0.1%
3897.39
1
<0.1%
vol_2g_mb_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
vol_2g_mb_7
0.69
vol_2g_mb_6
0.53
sachet_2g_8
0.24
sachet_2g_7
0.20
sachet_2g_6
0.17
aug_vbc_3g
0.09
jul_vbc_3g
0.09
jun_vbc_3g
0.08
total_og_mou_6
-0.07
total_rech_amt_8
0.07
total_og_mou_7
-0.07
arpu_8
0.07
std_og_mou_6
-0.07
monthly_3g_8
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_8
0.36
monthly_2g_7
0.29
monthly_2g_6
0.24
churn
0.04
decrease_mou_action
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
18,484
66.7%
0.01
55
0.2%
0.02
49
0.2%
0.03
30
0.1%
0.04
27
<0.1%
0.05
24
<0.1%
0.07
23
<0.1%
0.06
19
<0.1%
0.08
16
<0.1%
0.11
16
<0.1%
0.1
13
<0.1%
0.2
12
<0.1%
0.12
11
<0.1%
0.43
10
<0.1%
0.14
10
<0.1%
SMALLEST VALUES
0.0
18,484
66.7%
0.01
55
0.2%
0.02
49
0.2%
0.03
30
0.1%
0.04
27
<0.1%
0.05
24
<0.1%
0.06
19
<0.1%
0.07
23
<0.1%
0.08
16
<0.1%
0.09
10
<0.1%
0.1
13
<0.1%
0.11
16
<0.1%
0.12
11
<0.1%
0.13
9
<0.1%
0.14
10
<0.1%
LARGEST VALUES
11117.61
1
<0.1%
8255.67
1
<0.1%
7374.19
1
<0.1%
7027.18
1
<0.1%
5659.44
1
<0.1%
4990.96
1
<0.1%
4946.56
1
<0.1%
4806.05
1
<0.1%
4451.38
1
<0.1%
4272.51
1
<0.1%
3947.9
1
<0.1%
3877.09
1
<0.1%
3765.57
1
<0.1%
3689.82
1
<0.1%
3680.99
1
<0.1%
vol_3g_mb_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
vol_3g_mb_7
0.70
jun_vbc_3g
0.68
monthly_3g_6
0.64
vol_3g_mb_8
0.63
jul_vbc_3g
0.51
monthly_3g_7
0.46
aug_vbc_3g
0.45
monthly_3g_8
0.43
sachet_3g_6
0.30
sachet_3g_7
0.26
arpu_6
0.22
sachet_3g_8
0.22
max_rech_amt_6
0.20
total_rech_amt_6
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.20
monthly_2g_7
0.16
monthly_2g_8
0.15
churn
0.04
decrease_mou_action
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
21,147
76.3%
0.01
10
<0.1%
0.03
5
<0.1%
0.02
3
<0.1%
0.06
3
<0.1%
0.53
3
<0.1%
0.34
3
<0.1%
0.93
3
<0.1%
516.73
2
<0.1%
505.69
2
<0.1%
723.2
2
<0.1%
469.95
2
<0.1%
454.38
2
<0.1%
292.18
2
<0.1%
264.57
2
<0.1%
SMALLEST VALUES
0.0
21,147
76.3%
0.01
10
<0.1%
0.02
3
<0.1%
0.03
5
<0.1%
0.05
2
<0.1%
0.06
3
<0.1%
0.07
2
<0.1%
0.08
1
<0.1%
0.09
1
<0.1%
0.12
1
<0.1%
0.13
1
<0.1%
0.14
1
<0.1%
0.19
1
<0.1%
0.2
1
<0.1%
0.21
1
<0.1%
LARGEST VALUES
19876.78
1
<0.1%
18840.7
1
<0.1%
17235.74
1
<0.1%
15738.88
1
<0.1%
14353.68
1
<0.1%
13567.96
1
<0.1%
13312.62
1
<0.1%
12558.56
1
<0.1%
11561.32
1
<0.1%
11522.48
1
<0.1%
10356.94
1
<0.1%
10047.52
1
<0.1%
9013.71
1
<0.1%
8996.7
1
<0.1%
8925.62
1
<0.1%
vol_3g_mb_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
vol_3g_mb_8
0.74
vol_3g_mb_6
0.70
jul_vbc_3g
0.67
monthly_3g_7
0.66
jun_vbc_3g
0.52
aug_vbc_3g
0.52
monthly_3g_8
0.51
monthly_3g_6
0.49
sachet_3g_7
0.32
sachet_3g_6
0.25
arpu_7
0.25
sachet_3g_8
0.24
max_rech_amt_7
0.23
total_rech_amt_7
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.21
monthly_2g_6
0.17
monthly_2g_8
0.16
churn
0.04
decrease_mou_action
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,682
74.7%
0.01
8
<0.1%
0.04
3
<0.1%
742.85
3
<0.1%
0.1
3
<0.1%
0.05
3
<0.1%
0.06
3
<0.1%
0.26
3
<0.1%
0.21
3
<0.1%
0.02
3
<0.1%
0.36
3
<0.1%
151.06
2
<0.1%
1302.79
2
<0.1%
294.89
2
<0.1%
175.56
2
<0.1%
SMALLEST VALUES
0.0
20,682
74.7%
0.01
8
<0.1%
0.02
3
<0.1%
0.03
2
<0.1%
0.04
3
<0.1%
0.05
3
<0.1%
0.06
3
<0.1%
0.07
1
<0.1%
0.08
2
<0.1%
0.1
3
<0.1%
0.11
2
<0.1%
0.12
1
<0.1%
0.14
2
<0.1%
0.16
1
<0.1%
0.19
1
<0.1%
LARGEST VALUES
22613.1
1
<0.1%
18312.4
1
<0.1%
15115.51
1
<0.1%
13029.45
1
<0.1%
11019.32
1
<0.1%
10779.82
1
<0.1%
10747.31
1
<0.1%
10562.86
1
<0.1%
10357.68
1
<0.1%
9822.79
1
<0.1%
9753.24
1
<0.1%
9635.34
1
<0.1%
9366.63
1
<0.1%
9235.91
1
<0.1%
9070.76
1
<0.1%
vol_3g_mb_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
vol_3g_mb_7
0.74
monthly_3g_8
0.66
aug_vbc_3g
0.65
vol_3g_mb_6
0.63
monthly_3g_7
0.51
jul_vbc_3g
0.51
jun_vbc_3g
0.47
monthly_3g_6
0.44
sachet_3g_8
0.33
arpu_8
0.26
sachet_3g_7
0.26
avg_arpu_action
0.26
total_rech_amt_8
0.25
avg_rech_amt_action
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_8
0.19
monthly_2g_7
0.16
monthly_2g_6
0.16
churn
0.05
decrease_mou_action
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,732
74.8%
0.01
10
<0.1%
0.03
9
<0.1%
0.06
7
<0.1%
0.13
6
<0.1%
0.2
4
<0.1%
0.26
4
<0.1%
0.07
4
<0.1%
0.04
4
<0.1%
0.46
3
<0.1%
0.42
3
<0.1%
1266.74
3
<0.1%
0.16
3
<0.1%
310.0
3
<0.1%
0.02
3
<0.1%
SMALLEST VALUES
0.0
20,732
74.8%
0.01
10
<0.1%
0.02
3
<0.1%
0.03
9
<0.1%
0.04
4
<0.1%
0.05
2
<0.1%
0.06
7
<0.1%
0.07
4
<0.1%
0.08
1
<0.1%
0.09
2
<0.1%
0.1
1
<0.1%
0.11
1
<0.1%
0.12
1
<0.1%
0.13
6
<0.1%
0.14
2
<0.1%
LARGEST VALUES
29651.83
1
<0.1%
18468.95
1
<0.1%
15654.64
1
<0.1%
14633.04
1
<0.1%
13440.72
1
<0.1%
13227.38
1
<0.1%
12158.32
1
<0.1%
11663.77
1
<0.1%
9999.74
1
<0.1%
9911.63
1
<0.1%
9910.52
1
<0.1%
9787.24
1
<0.1%
9770.02
1
<0.1%
9720.62
1
<0.1%
9715.47
1
<0.1%
monthly_2g_6
MISSING:
---
TOP CATEGORIES
0
24,507
88%
1
2,834
10%
2
336
1%
3
23
<1%
4
5
<1%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
monthly_2g_6
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_7
0.28
monthly_2g_8
0.25
churn
0.01
decrease_mou_action
0.00

THESE FEATURES
GIVE INFORMATION
ON monthly_2g_6:
monthly_2g_7
0.29
monthly_2g_8
0.24
churn
0.00
decrease_mou_action
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
CORRELATION RATIO WITH...
vol_2g_mb_6
0.39
vol_2g_mb_7
0.29
vol_2g_mb_8
0.24
jun_vbc_3g
0.22
vol_3g_mb_6
0.20
jul_vbc_3g
0.20
aug_vbc_3g
0.19
vol_3g_mb_7
0.17
vol_3g_mb_8
0.16
std_og_mou_7
0.13
std_og_mou_6
0.13
total_og_mou_7
0.12
std_og_mou_8
0.11
total_og_mou_6
0.11
monthly_2g_7
MISSING:
---
TOP CATEGORIES
0
24,377
88%
1
2,904
10%
2
390
1%
3
28
<1%
4
4
<1%
5
2
<1%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
monthly_2g_7
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_6
0.29
monthly_2g_8
0.29
churn
0.01
decrease_mou_action
0.00

THESE FEATURES
GIVE INFORMATION
ON monthly_2g_7:
monthly_2g_6
0.28
monthly_2g_8
0.27
churn
0.00
decrease_mou_action
0.00
loc_og_t2o_mou
-0.00
std_og_t2o_mou
-0.00
loc_ic_t2o_mou
-0.00
std_og_t2c_mou_6
-0.00
std_og_t2c_mou_7
-0.00
std_og_t2c_mou_8
-0.00
std_ic_t2o_mou_6
-0.00
std_ic_t2o_mou_7
-0.00
std_ic_t2o_mou_8
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
CORRELATION RATIO WITH...
vol_2g_mb_7
0.40
vol_2g_mb_6
0.31
vol_2g_mb_8
0.29
jul_vbc_3g
0.21
vol_3g_mb_7
0.21
aug_vbc_3g
0.20
jun_vbc_3g
0.17
vol_3g_mb_8
0.16
vol_3g_mb_6
0.16
std_og_mou_6
0.14
std_og_mou_7
0.13
total_og_mou_6
0.12
total_og_mou_7
0.12
std_og_t2t_mou_6
0.11
monthly_2g_8
MISSING:
---
TOP CATEGORIES
0
24,690
89%
1
2,706
10%
2
281
1%
3
22
<1%
4
4
<1%
5
2
<1%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
monthly_2g_8
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_7
0.27
monthly_2g_6
0.24
churn
0.02
decrease_mou_action
0.00

THESE FEATURES
GIVE INFORMATION
ON monthly_2g_8:
monthly_2g_7
0.29
monthly_2g_6
0.25
churn
0.01
decrease_mou_action
0.00
loc_og_t2o_mou
-0.00
std_og_t2o_mou
-0.00
loc_ic_t2o_mou
-0.00
std_og_t2c_mou_6
-0.00
std_og_t2c_mou_7
-0.00
std_og_t2c_mou_8
-0.00
std_ic_t2o_mou_6
-0.00
std_ic_t2o_mou_7
-0.00
std_ic_t2o_mou_8
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_8
CORRELATION RATIO WITH...
vol_2g_mb_8
0.36
vol_2g_mb_7
0.28
vol_2g_mb_6
0.27
aug_vbc_3g
0.21
vol_3g_mb_8
0.19
jul_vbc_3g
0.18
jun_vbc_3g
0.17
vol_3g_mb_7
0.16
vol_3g_mb_6
0.15
std_og_mou_6
0.13
std_og_mou_7
0.13
total_og_mou_7
0.11
max_rech_amt_8
0.11
total_og_mou_6
0.10
sachet_2g_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sachet_2g_7
0.72
sachet_2g_8
0.58
total_rech_num_6
0.27
vol_2g_mb_6
0.24
sachet_3g_6
0.24
avg_rech_num_action
0.22
total_rech_num_7
0.22
sachet_3g_8
0.20
sachet_3g_7
0.20
total_rech_num_8
0.19
vol_2g_mb_7
0.19
vol_2g_mb_8
0.17
last_day_rch_amt_6
-0.11
last_day_rch_amt_7
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.03
decrease_mou_action
0.02
churn
0.02
monthly_2g_8
0.01
monthly_2g_7
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
22,814
82.3%
1
2,196
7.9%
2
952
3.4%
3
567
2.0%
4
373
1.3%
5
196
0.7%
6
147
0.5%
7
100
0.4%
8
82
0.3%
9
64
0.2%
10
48
0.2%
12
42
0.2%
11
26
<0.1%
13
17
<0.1%
14
14
<0.1%
SMALLEST VALUES
0
22,814
82.3%
1
2,196
7.9%
2
952
3.4%
3
567
2.0%
4
373
1.3%
5
196
0.7%
6
147
0.5%
7
100
0.4%
8
82
0.3%
9
64
0.2%
10
48
0.2%
11
26
<0.1%
12
42
0.2%
13
17
<0.1%
14
14
<0.1%
LARGEST VALUES
39
1
<0.1%
32
1
<0.1%
30
1
<0.1%
27
1
<0.1%
25
3
<0.1%
24
3
<0.1%
22
4
<0.1%
21
3
<0.1%
20
3
<0.1%
19
9
<0.1%
18
7
<0.1%
17
11
<0.1%
16
7
<0.1%
15
13
<0.1%
14
14
<0.1%
sachet_2g_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sachet_2g_6
0.72
sachet_2g_8
0.69
total_rech_num_7
0.29
avg_rech_num_action
0.27
vol_2g_mb_7
0.24
sachet_3g_7
0.23
total_rech_num_8
0.22
vol_2g_mb_8
0.20
sachet_3g_8
0.20
total_rech_num_6
0.20
sachet_3g_6
0.19
vol_2g_mb_6
0.18
last_day_rch_amt_7
-0.11
last_day_rch_amt_6
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.03
monthly_2g_6
0.03
churn
0.02
monthly_2g_8
0.01
decrease_mou_action
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
22,536
81.3%
1
2,054
7.4%
2
946
3.4%
3
557
2.0%
4
431
1.6%
5
348
1.3%
6
238
0.9%
7
157
0.6%
8
118
0.4%
10
69
0.2%
9
62
0.2%
11
44
0.2%
12
28
0.1%
14
21
<0.1%
13
20
<0.1%
SMALLEST VALUES
0
22,536
81.3%
1
2,054
7.4%
2
946
3.4%
3
557
2.0%
4
431
1.6%
5
348
1.3%
6
238
0.9%
7
157
0.6%
8
118
0.4%
9
62
0.2%
10
69
0.2%
11
44
0.2%
12
28
0.1%
13
20
<0.1%
14
21
<0.1%
LARGEST VALUES
48
1
<0.1%
35
1
<0.1%
32
1
<0.1%
30
1
<0.1%
29
1
<0.1%
27
3
<0.1%
26
2
<0.1%
25
1
<0.1%
24
1
<0.1%
23
2
<0.1%
22
2
<0.1%
21
3
<0.1%
20
6
<0.1%
19
7
<0.1%
18
10
<0.1%
sachet_2g_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sachet_2g_7
0.69
sachet_2g_6
0.58
total_rech_num_8
0.30
sachet_3g_8
0.29
avg_rech_num_action
0.28
vol_2g_mb_8
0.24
sachet_3g_7
0.24
total_rech_num_7
0.22
sachet_3g_6
0.20
vol_2g_mb_7
0.19
total_rech_num_6
0.17
vol_2g_mb_6
0.16
last_day_rch_amt_8
-0.12
last_day_rch_amt_7
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.04
monthly_2g_8
0.03
monthly_2g_7
0.02
monthly_2g_6
0.02
decrease_mou_action
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
21,826
78.8%
1
2,534
9.1%
2
954
3.4%
3
643
2.3%
4
530
1.9%
5
429
1.5%
6
256
0.9%
7
135
0.5%
8
93
0.3%
9
75
0.3%
10
51
0.2%
11
37
0.1%
12
32
0.1%
14
23
<0.1%
15
17
<0.1%
SMALLEST VALUES
0
21,826
78.8%
1
2,534
9.1%
2
954
3.4%
3
643
2.3%
4
530
1.9%
5
429
1.5%
6
256
0.9%
7
135
0.5%
8
93
0.3%
9
75
0.3%
10
51
0.2%
11
37
0.1%
12
32
0.1%
13
14
<0.1%
14
23
<0.1%
LARGEST VALUES
44
1
<0.1%
34
2
<0.1%
33
1
<0.1%
32
1
<0.1%
31
1
<0.1%
29
1
<0.1%
27
2
<0.1%
26
1
<0.1%
25
1
<0.1%
24
2
<0.1%
23
1
<0.1%
22
2
<0.1%
21
2
<0.1%
20
4
<0.1%
19
7
<0.1%
monthly_3g_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
vol_3g_mb_6
0.64
monthly_3g_7
0.62
monthly_3g_8
0.57
vol_3g_mb_7
0.49
jun_vbc_3g
0.48
vol_3g_mb_8
0.44
jul_vbc_3g
0.40
aug_vbc_3g
0.37
arpu_6
0.24
max_rech_amt_6
0.23
total_rech_amt_6
0.23
avg_rech_amt_6_7
0.21
max_rech_amt_8
0.20
max_rech_amt_7
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.05
churn
0.04
monthly_2g_7
0.03
monthly_2g_8
0.01
decrease_mou_action
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
24,593
88.8%
1
2,261
8.2%
2
590
2.1%
3
168
0.6%
4
57
0.2%
5
22
<0.1%
6
6
<0.1%
7
4
<0.1%
9
2
<0.1%
14
1
<0.1%
8
1
<0.1%
SMALLEST VALUES
0
24,593
88.8%
1
2,261
8.2%
2
590
2.1%
3
168
0.6%
4
57
0.2%
5
22
<0.1%
6
6
<0.1%
7
4
<0.1%
8
1
<0.1%
9
2
<0.1%
14
1
<0.1%
LARGEST VALUES
14
1
<0.1%
9
2
<0.1%
8
1
<0.1%
7
4
<0.1%
6
6
<0.1%
5
22
<0.1%
4
57
0.2%
3
168
0.6%
2
590
2.1%
1
2,261
8.2%
0
24,593
88.8%
monthly_3g_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
vol_3g_mb_7
0.66
monthly_3g_8
0.65
monthly_3g_6
0.62
vol_3g_mb_8
0.51
jul_vbc_3g
0.47
vol_3g_mb_6
0.46
aug_vbc_3g
0.41
jun_vbc_3g
0.38
arpu_7
0.26
total_rech_amt_7
0.24
max_rech_amt_7
0.23
avg_arpu_action
0.22
avg_rech_amt_action
0.22
avg_rech_amt_6_7
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.05
churn
0.04
decrease_mou_action
0.02
monthly_2g_8
0.01
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
24,475
88.3%
1
2,225
8.0%
2
717
2.6%
3
173
0.6%
4
58
0.2%
5
28
0.1%
6
17
<0.1%
8
4
<0.1%
7
4
<0.1%
9
3
<0.1%
11
1
<0.1%
SMALLEST VALUES
0
24,475
88.3%
1
2,225
8.0%
2
717
2.6%
3
173
0.6%
4
58
0.2%
5
28
0.1%
6
17
<0.1%
7
4
<0.1%
8
4
<0.1%
9
3
<0.1%
11
1
<0.1%
LARGEST VALUES
11
1
<0.1%
9
3
<0.1%
8
4
<0.1%
7
4
<0.1%
6
17
<0.1%
5
28
0.1%
4
58
0.2%
3
173
0.6%
2
717
2.6%
1
2,225
8.0%
0
24,475
88.3%
monthly_3g_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
vol_3g_mb_8
0.66
monthly_3g_7
0.65
monthly_3g_6
0.57
vol_3g_mb_7
0.51
aug_vbc_3g
0.48
vol_3g_mb_6
0.43
jul_vbc_3g
0.40
jun_vbc_3g
0.37
arpu_8
0.28
total_rech_amt_8
0.27
avg_arpu_action
0.27
max_rech_amt_8
0.26
avg_rech_amt_action
0.26
max_rech_amt_7
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.05
monthly_2g_8
0.05
monthly_2g_6
0.03
monthly_2g_7
0.02
decrease_mou_action
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
24,521
88.5%
1
2,224
8.0%
2
671
2.4%
3
171
0.6%
4
74
0.3%
5
24
<0.1%
6
10
<0.1%
7
4
<0.1%
8
3
<0.1%
9
2
<0.1%
10
1
<0.1%
SMALLEST VALUES
0
24,521
88.5%
1
2,224
8.0%
2
671
2.4%
3
171
0.6%
4
74
0.3%
5
24
<0.1%
6
10
<0.1%
7
4
<0.1%
8
3
<0.1%
9
2
<0.1%
10
1
<0.1%
LARGEST VALUES
10
1
<0.1%
9
2
<0.1%
8
3
<0.1%
7
4
<0.1%
6
10
<0.1%
5
24
<0.1%
4
74
0.3%
3
171
0.6%
2
671
2.4%
1
2,224
8.0%
0
24,521
88.5%
sachet_3g_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sachet_3g_7
0.71
sachet_3g_8
0.53
vol_3g_mb_6
0.30
vol_3g_mb_7
0.25
sachet_2g_6
0.24
vol_3g_mb_8
0.22
sachet_2g_8
0.20
sachet_2g_7
0.19
total_rech_num_6
0.15
total_rech_num_7
0.12
avg_rech_num_action
0.12
total_rech_num_8
0.10
jul_vbc_3g
0.09
jun_vbc_3g
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.02
decrease_mou_action
0.01
churn
0.01
monthly_2g_8
0.01
monthly_2g_7
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
25,874
93.4%
1
1,216
4.4%
2
293
1.1%
3
111
0.4%
4
59
0.2%
5
34
0.1%
6
23
<0.1%
7
22
<0.1%
8
14
<0.1%
9
14
<0.1%
10
8
<0.1%
11
7
<0.1%
15
4
<0.1%
12
4
<0.1%
19
3
<0.1%
SMALLEST VALUES
0
25,874
93.4%
1
1,216
4.4%
2
293
1.1%
3
111
0.4%
4
59
0.2%
5
34
0.1%
6
23
<0.1%
7
22
<0.1%
8
14
<0.1%
9
14
<0.1%
10
8
<0.1%
11
7
<0.1%
12
4
<0.1%
13
2
<0.1%
14
3
<0.1%
LARGEST VALUES
29
2
<0.1%
28
1
<0.1%
23
2
<0.1%
22
2
<0.1%
21
1
<0.1%
19
3
<0.1%
18
3
<0.1%
17
1
<0.1%
16
2
<0.1%
15
4
<0.1%
14
3
<0.1%
13
2
<0.1%
12
4
<0.1%
11
7
<0.1%
10
8
<0.1%
sachet_3g_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sachet_3g_6
0.71
sachet_3g_8
0.70
vol_3g_mb_7
0.32
vol_3g_mb_8
0.26
vol_3g_mb_6
0.26
sachet_2g_8
0.24
sachet_2g_7
0.23
sachet_2g_6
0.20
total_rech_num_7
0.17
avg_rech_num_action
0.17
total_rech_num_8
0.14
total_rech_num_6
0.11
jul_vbc_3g
0.09
jun_vbc_3g
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.03
monthly_2g_8
0.01
churn
0.01
monthly_2g_6
0.01
decrease_mou_action
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
25,882
93.4%
1
1,156
4.2%
2
293
1.1%
3
105
0.4%
4
69
0.2%
5
58
0.2%
6
39
0.1%
7
15
<0.1%
9
14
<0.1%
11
12
<0.1%
8
12
<0.1%
12
10
<0.1%
10
8
<0.1%
15
5
<0.1%
14
5
<0.1%
SMALLEST VALUES
0
25,882
93.4%
1
1,156
4.2%
2
293
1.1%
3
105
0.4%
4
69
0.2%
5
58
0.2%
6
39
0.1%
7
15
<0.1%
8
12
<0.1%
9
14
<0.1%
10
8
<0.1%
11
12
<0.1%
12
10
<0.1%
13
4
<0.1%
14
5
<0.1%
LARGEST VALUES
31
1
<0.1%
24
1
<0.1%
22
3
<0.1%
21
2
<0.1%
20
3
<0.1%
19
2
<0.1%
18
4
<0.1%
17
1
<0.1%
16
1
<0.1%
15
5
<0.1%
14
5
<0.1%
13
4
<0.1%
12
10
<0.1%
11
12
<0.1%
10
8
<0.1%
sachet_3g_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sachet_3g_7
0.70
sachet_3g_6
0.53
vol_3g_mb_8
0.33
sachet_2g_8
0.29
vol_3g_mb_7
0.24
vol_3g_mb_6
0.22
total_rech_num_8
0.20
sachet_2g_6
0.20
sachet_2g_7
0.20
avg_rech_num_action
0.18
total_rech_num_7
0.14
total_rech_num_6
0.11
arpu_8
0.10
total_rech_amt_8
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_8
0.02
churn
0.02
monthly_2g_6
0.01
monthly_2g_7
0.01
decrease_mou_action
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0
26,032
94.0%
1
1,021
3.7%
2
249
0.9%
3
125
0.5%
4
70
0.3%
5
65
0.2%
6
25
<0.1%
7
21
<0.1%
8
20
<0.1%
12
11
<0.1%
9
11
<0.1%
13
10
<0.1%
10
10
<0.1%
14
6
<0.1%
11
6
<0.1%
SMALLEST VALUES
0
26,032
94.0%
1
1,021
3.7%
2
249
0.9%
3
125
0.5%
4
70
0.3%
5
65
0.2%
6
25
<0.1%
7
21
<0.1%
8
20
<0.1%
9
11
<0.1%
10
10
<0.1%
11
6
<0.1%
12
11
<0.1%
13
10
<0.1%
14
6
<0.1%
LARGEST VALUES
41
1
<0.1%
38
1
<0.1%
30
1
<0.1%
29
1
<0.1%
27
1
<0.1%
25
1
<0.1%
23
2
<0.1%
21
2
<0.1%
20
2
<0.1%
19
1
<0.1%
18
2
<0.1%
17
1
<0.1%
16
2
<0.1%
15
5
<0.1%
14
6
<0.1%
aon
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_og_mou_7
-0.22
std_og_mou_6
-0.21
total_rech_num_7
-0.21
avg_rech_num_action
-0.21
std_og_mou_8
-0.19
loc_og_t2m_mou_8
0.19
total_rech_num_6
-0.19
max_rech_amt_6
0.18
total_rech_num_8
-0.18
max_rech_amt_7
0.18
loc_og_mou_8
0.18
std_og_t2m_mou_7
-0.18
loc_og_t2m_mou_7
0.18
max_rech_amt_8
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.07
monthly_2g_8
0.05
monthly_2g_6
0.05
monthly_2g_7
0.04
decrease_mou_action
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
3651
500
1.8%
2372
191
0.7%
495
102
0.4%
494
88
0.3%
492
79
0.3%
489
64
0.2%
480
59
0.2%
496
57
0.2%
481
55
0.2%
488
52
0.2%
487
50
0.2%
493
49
0.2%
491
48
0.2%
3107
46
0.2%
479
46
0.2%
SMALLEST VALUES
180
11
<0.1%
181
41
0.1%
182
17
<0.1%
183
18
<0.1%
184
27
<0.1%
185
33
0.1%
186
26
<0.1%
187
35
0.1%
188
31
0.1%
189
23
<0.1%
190
14
<0.1%
191
33
0.1%
192
23
<0.1%
193
14
<0.1%
194
41
0.1%
LARGEST VALUES
4321
1
<0.1%
4319
1
<0.1%
4235
1
<0.1%
4197
8
<0.1%
4195
1
<0.1%
4194
2
<0.1%
4193
6
<0.1%
4192
8
<0.1%
3998
1
<0.1%
3955
4
<0.1%
3954
3
<0.1%
3941
2
<0.1%
3906
1
<0.1%
3894
1
<0.1%
3821
16
<0.1%
aug_vbc_3g
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
jul_vbc_3g
0.72
vol_3g_mb_8
0.65
jun_vbc_3g
0.60
vol_3g_mb_7
0.52
monthly_3g_8
0.48
vol_3g_mb_6
0.45
monthly_3g_7
0.41
monthly_3g_6
0.37
max_rech_amt_8
0.24
max_rech_amt_7
0.21
arpu_8
0.20
avg_arpu_action
0.20
avg_rech_amt_action
0.19
total_rech_amt_8
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_8
0.21
monthly_2g_7
0.20
monthly_2g_6
0.19
churn
0.05
decrease_mou_action
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,487
73.9%
0.17
5
<0.1%
0.04
5
<0.1%
0.05
4
<0.1%
0.73
4
<0.1%
0.09
4
<0.1%
0.07
3
<0.1%
12.06
3
<0.1%
0.57
3
<0.1%
1.23
3
<0.1%
36.98
3
<0.1%
14.07
3
<0.1%
30.41
3
<0.1%
7.3
3
<0.1%
0.19
3
<0.1%
SMALLEST VALUES
0.0
20,487
73.9%
0.02
3
<0.1%
0.03
3
<0.1%
0.04
5
<0.1%
0.05
4
<0.1%
0.06
1
<0.1%
0.07
3
<0.1%
0.08
1
<0.1%
0.09
4
<0.1%
0.1
1
<0.1%
0.15
1
<0.1%
0.16
3
<0.1%
0.17
5
<0.1%
0.18
2
<0.1%
0.19
3
<0.1%
LARGEST VALUES
12916.22
1
<0.1%
7570.83
1
<0.1%
6818.41
1
<0.1%
6686.88
1
<0.1%
6604.95
1
<0.1%
6289.91
1
<0.1%
6054.39
1
<0.1%
5886.86
1
<0.1%
5111.36
1
<0.1%
5053.02
1
<0.1%
4803.34
1
<0.1%
4741.26
1
<0.1%
4698.77
1
<0.1%
4569.64
1
<0.1%
4282.15
1
<0.1%
jul_vbc_3g
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
aug_vbc_3g
0.72
jun_vbc_3g
0.70
vol_3g_mb_7
0.67
vol_3g_mb_6
0.51
vol_3g_mb_8
0.51
monthly_3g_7
0.47
monthly_3g_6
0.40
monthly_3g_8
0.40
max_rech_amt_7
0.23
max_rech_amt_8
0.21
max_rech_amt_6
0.20
arpu_7
0.17
avg_arpu_action
0.17
avg_rech_amt_6_7
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.21
monthly_2g_6
0.20
monthly_2g_8
0.18
churn
0.05
decrease_mou_action
0.02
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
20,646
74.5%
0.14
4
<0.1%
0.02
4
<0.1%
0.03
4
<0.1%
0.64
3
<0.1%
0.4
3
<0.1%
72.79
3
<0.1%
0.47
3
<0.1%
5.22
3
<0.1%
230.95
3
<0.1%
0.13
3
<0.1%
51.15
3
<0.1%
18.42
3
<0.1%
0.72
3
<0.1%
2.79
3
<0.1%
SMALLEST VALUES
0.0
20,646
74.5%
0.02
4
<0.1%
0.03
4
<0.1%
0.04
1
<0.1%
0.07
2
<0.1%
0.08
2
<0.1%
0.09
1
<0.1%
0.1
1
<0.1%
0.11
1
<0.1%
0.12
1
<0.1%
0.13
3
<0.1%
0.14
4
<0.1%
0.15
3
<0.1%
0.16
2
<0.1%
0.17
1
<0.1%
LARGEST VALUES
9165.6
1
<0.1%
7237.78
1
<0.1%
6772.72
1
<0.1%
6301.74
1
<0.1%
5942.89
1
<0.1%
5822.26
1
<0.1%
5408.0
1
<0.1%
5141.74
1
<0.1%
5118.79
1
<0.1%
4825.13
1
<0.1%
4764.63
1
<0.1%
4740.76
1
<0.1%
4638.09
1
<0.1%
4573.22
1
<0.1%
4543.83
1
<0.1%
jun_vbc_3g
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
jul_vbc_3g
0.70
vol_3g_mb_6
0.68
aug_vbc_3g
0.60
vol_3g_mb_7
0.52
monthly_3g_6
0.48
vol_3g_mb_8
0.47
monthly_3g_7
0.38
monthly_3g_8
0.37
max_rech_amt_6
0.22
max_rech_amt_8
0.19
arpu_6
0.19
max_rech_amt_7
0.18
total_rech_amt_6
0.16
avg_rech_amt_6_7
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_6
0.22
monthly_2g_7
0.17
monthly_2g_8
0.17
churn
0.04
decrease_mou_action
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
21,094
76.1%
0.03
5
<0.1%
0.11
4
<0.1%
2.21
4
<0.1%
0.57
4
<0.1%
7.82
3
<0.1%
0.1
3
<0.1%
34.84
3
<0.1%
56.68
3
<0.1%
105.7
3
<0.1%
29.94
3
<0.1%
42.76
3
<0.1%
0.32
3
<0.1%
10.55
3
<0.1%
25.25
3
<0.1%
SMALLEST VALUES
0.0
21,094
76.1%
0.02
2
<0.1%
0.03
5
<0.1%
0.04
1
<0.1%
0.06
1
<0.1%
0.08
1
<0.1%
0.1
3
<0.1%
0.11
4
<0.1%
0.13
1
<0.1%
0.15
2
<0.1%
0.16
1
<0.1%
0.17
1
<0.1%
0.19
1
<0.1%
0.2
2
<0.1%
0.21
1
<0.1%
LARGEST VALUES
7581.25
1
<0.1%
7080.38
1
<0.1%
6902.77
1
<0.1%
6826.99
1
<0.1%
6462.4
1
<0.1%
5535.9
1
<0.1%
5045.25
1
<0.1%
4942.25
1
<0.1%
4830.44
1
<0.1%
4780.95
1
<0.1%
4600.62
1
<0.1%
4553.66
1
<0.1%
4552.54
1
<0.1%
4502.56
1
<0.1%
4431.95
1
<0.1%
avg_rech_amt_6_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
arpu_7
0.84
total_rech_amt_7
0.83
total_rech_amt_6
0.82
arpu_6
0.82
avg_arpu_action
0.80
avg_rech_amt_action
0.79
arpu_8
0.62
total_rech_amt_8
0.58
total_og_mou_7
0.54
total_og_mou_6
0.53
total_mou_good
0.52
avg_mou_action
0.52
offnet_mou_6
0.48
offnet_mou_7
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
monthly_2g_7
0.02
monthly_2g_8
0.02
churn
0.02
monthly_2g_6
0.01
decrease_mou_action
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
375.0
201
0.7%
500.0
167
0.6%
385.0
154
0.6%
400.0
132
0.5%
395.0
114
0.4%
380.0
112
0.4%
440.0
105
0.4%
390.0
100
0.4%
420.0
98
0.4%
450.0
97
0.4%
550.0
95
0.3%
370.0
92
0.3%
410.0
90
0.3%
430.0
88
0.3%
415.0
82
0.3%
SMALLEST VALUES
368.5
31
0.1%
369.0
37
0.1%
369.5
33
0.1%
370.0
92
0.3%
370.5
34
0.1%
371.0
62
0.2%
371.5
31
0.1%
372.0
49
0.2%
372.5
38
0.1%
373.0
73
0.3%
373.5
37
0.1%
374.0
50
0.2%
374.5
36
0.1%
375.0
201
0.7%
375.5
16
<0.1%
LARGEST VALUES
2192.5
1
<0.1%
2190.5
1
<0.1%
2190.0
2
<0.1%
2188.0
1
<0.1%
2187.0
1
<0.1%
2186.0
1
<0.1%
2185.5
1
<0.1%
2184.5
1
<0.1%
2184.0
1
<0.1%
2178.0
1
<0.1%
2176.5
1
<0.1%
2175.0
1
<0.1%
2167.0
2
<0.1%
2166.0
2
<0.1%
2159.5
1
<0.1%
churn
MISSING:
---
TOP CATEGORIES
0
26,773
97%
1
932
3%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
churn
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
monthly_2g_8
0.01
decrease_mou_action
0.01
monthly_2g_7
0.00
monthly_2g_6
0.00

THESE FEATURES
GIVE INFORMATION
ON churn:
decrease_mou_action
0.03
monthly_2g_8
0.02
monthly_2g_7
0.01
monthly_2g_6
0.01
loc_og_t2o_mou
-0.00
std_og_t2o_mou
-0.00
loc_ic_t2o_mou
-0.00
std_og_t2c_mou_6
-0.00
std_og_t2c_mou_7
-0.00
std_og_t2c_mou_8
-0.00
std_ic_t2o_mou_6
-0.00
std_ic_t2o_mou_7
-0.00
std_ic_t2o_mou_8
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
CORRELATION RATIO WITH...
std_og_mou_6
0.14
roam_og_mou_7
0.14
diff_mou
0.14
roam_og_mou_8
0.14
total_ic_mou_8
0.13
loc_ic_mou_8
0.13
roam_ic_mou_8
0.12
loc_og_t2m_mou_8
0.12
loc_og_mou_8
0.12
total_rech_amt_8
0.12
arpu_8
0.12
loc_ic_t2m_mou_8
0.12
std_og_t2t_mou_6
0.11
roam_ic_mou_7
0.10
total_mou_good
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_og_mou_6
0.88
offnet_mou_6
0.63
avg_mou_action
0.62
arpu_6
0.61
std_og_mou_6
0.60
total_rech_amt_6
0.58
total_ic_mou_6
0.58
onnet_mou_6
0.57
loc_og_mou_6
0.53
total_og_mou_7
0.53
avg_rech_amt_6_7
0.52
loc_ic_mou_6
0.51
std_og_t2m_mou_6
0.45
diff_mou
-0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.30
monthly_2g_7
0.08
monthly_2g_6
0.06
monthly_2g_8
0.06
churn
0.03
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
535
1.9%
629.87
5
<0.1%
239.17000000000002
4
<0.1%
901.81
4
<0.1%
785.74
4
<0.1%
714.62
4
<0.1%
323.62
4
<0.1%
941.49
4
<0.1%
728.97
4
<0.1%
528.24
3
<0.1%
777.47
3
<0.1%
1586.23
3
<0.1%
813.5
3
<0.1%
837.72
3
<0.1%
369.87
3
<0.1%
SMALLEST VALUES
0.0
535
1.9%
0.15
1
<0.1%
0.21
1
<0.1%
0.25
1
<0.1%
0.26
1
<0.1%
0.28
2
<0.1%
0.44
1
<0.1%
0.6
1
<0.1%
0.61
1
<0.1%
0.63
1
<0.1%
0.66
1
<0.1%
0.71
1
<0.1%
0.73
1
<0.1%
0.78
1
<0.1%
0.81
1
<0.1%
LARGEST VALUES
8156.92
1
<0.1%
7789.18
1
<0.1%
7309.67
1
<0.1%
7002.17
1
<0.1%
6890.79
1
<0.1%
6810.150000000001
1
<0.1%
6548.59
1
<0.1%
6518.87
1
<0.1%
6434.969999999999
1
<0.1%
6355.14
1
<0.1%
6223.14
1
<0.1%
6047.49
1
<0.1%
6041.05
1
<0.1%
5864.65
1
<0.1%
5625.59
1
<0.1%
avg_mou_action
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_og_mou_8
0.83
total_og_mou_7
0.81
avg_arpu_action
0.63
total_mou_good
0.62
avg_rech_amt_action
0.62
offnet_mou_8
0.61
std_og_mou_8
0.60
offnet_mou_7
0.59
onnet_mou_8
0.57
arpu_8
0.57
std_og_mou_7
0.57
arpu_7
0.56
total_rech_amt_8
0.55
total_rech_amt_7
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.25
churn
0.09
monthly_2g_6
0.07
monthly_2g_7
0.06
monthly_2g_8
0.05
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
215
0.8%
558.27
4
<0.1%
739.9499999999999
3
<0.1%
464.66
3
<0.1%
551.395
3
<0.1%
531.1
3
<0.1%
674.565
3
<0.1%
550.605
3
<0.1%
442.845
3
<0.1%
795.115
2
<0.1%
695.9449999999999
2
<0.1%
138.565
2
<0.1%
1107.025
2
<0.1%
617.46
2
<0.1%
695.9499999999999
2
<0.1%
SMALLEST VALUES
0.0
215
0.8%
0.43999999999999995
1
<0.1%
0.465
1
<0.1%
0.5900000000000001
1
<0.1%
0.6549999999999999
1
<0.1%
0.97
1
<0.1%
1.005
1
<0.1%
1.02
1
<0.1%
1.225
1
<0.1%
1.49
1
<0.1%
1.56
1
<0.1%
2.075
1
<0.1%
2.2199999999999998
1
<0.1%
2.4450000000000003
1
<0.1%
2.455
1
<0.1%
LARGEST VALUES
9710.935
1
<0.1%
8329.49
1
<0.1%
8186.165000000001
1
<0.1%
8155.095
1
<0.1%
7075.99
1
<0.1%
6667.255
1
<0.1%
6574.9
1
<0.1%
6566.824999999999
1
<0.1%
6212.45
1
<0.1%
6127.53
1
<0.1%
6120.335000000001
1
<0.1%
6114.714999999999
1
<0.1%
6060.360000000001
1
<0.1%
6038.125
1
<0.1%
5975.785
1
<0.1%
diff_mou
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_og_mou_8
0.47
total_mou_good
-0.45
avg_mou_action
0.42
total_og_mou_6
-0.41
std_og_mou_8
0.40
arpu_8
0.37
avg_rech_amt_action
0.36
avg_arpu_action
0.36
total_rech_amt_8
0.36
offnet_mou_8
0.35
arpu_6
-0.34
total_rech_amt_6
-0.32
onnet_mou_8
0.32
total_og_mou_7
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.63
churn
0.14
monthly_2g_8
0.02
monthly_2g_7
0.02
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
0.0
81
0.3%
68.65499999999997
3
<0.1%
16.059999999999945
3
<0.1%
-26.370000000000005
3
<0.1%
-250.04000000000008
3
<0.1%
86.20000000000005
3
<0.1%
-108.02999999999997
3
<0.1%
318.28
3
<0.1%
13.5
2
<0.1%
-125.78500000000008
2
<0.1%
161.72000000000003
2
<0.1%
-336.0350000000001
2
<0.1%
23.785
2
<0.1%
77.82500000000005
2
<0.1%
-32.75
2
<0.1%
SMALLEST VALUES
-5111.43
1
<0.1%
-4331.119999999999
1
<0.1%
-4307.325000000001
1
<0.1%
-4243.855
1
<0.1%
-4239.325
1
<0.1%
-4029.4100000000003
1
<0.1%
-3972.9950000000003
1
<0.1%
-3966.4950000000003
1
<0.1%
-3861.125
1
<0.1%
-3815.9700000000003
1
<0.1%
-3737.72
1
<0.1%
-3715.38
1
<0.1%
-3656.4199999999996
1
<0.1%
-3633.13
1
<0.1%
-3502.7900000000004
1
<0.1%
LARGEST VALUES
8329.49
1
<0.1%
5814.045
1
<0.1%
5289.335
1
<0.1%
5234.245
1
<0.1%
5233.29
1
<0.1%
5167.875000000001
1
<0.1%
4826.62
1
<0.1%
4814.34
1
<0.1%
4589.745
1
<0.1%
4545.1
1
<0.1%
4498.23
1
<0.1%
4324.855
1
<0.1%
4279.129999999999
1
<0.1%
4262.51
1
<0.1%
4160.450000000001
1
<0.1%
decrease_mou_action
MISSING:
---
TOP CATEGORIES
1
13,944
50%
0
13,761
50%
ALL
27,705
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
decrease_mou_action
PROVIDES INFORMATION ON...
loc_og_t2o_mou
1.00
std_og_t2o_mou
1.00
loc_ic_t2o_mou
1.00
std_og_t2c_mou_6
1.00
std_og_t2c_mou_7
1.00
std_og_t2c_mou_8
1.00
std_ic_t2o_mou_6
1.00
std_ic_t2o_mou_7
1.00
std_ic_t2o_mou_8
1.00
churn
0.03
monthly_2g_8
0.00
monthly_2g_7
0.00
monthly_2g_6
0.00

THESE FEATURES
GIVE INFORMATION
ON decrease_mou_action:
churn
0.01
monthly_2g_7
0.00
monthly_2g_8
0.00
monthly_2g_6
0.00
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
CORRELATION RATIO WITH...
diff_mou
0.63
total_mou_good
0.30
total_og_mou_6
0.27
total_og_mou_8
0.26
avg_mou_action
0.25
arpu_8
0.24
avg_rech_amt_action
0.24
avg_arpu_action
0.23
total_rech_amt_8
0.23
arpu_6
0.23
total_rech_amt_6
0.21
std_og_mou_8
0.20
offnet_mou_8
0.20
offnet_mou_6
0.19
avg_arpu_action
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_rech_amt_action
0.97
arpu_8
0.92
arpu_7
0.89
total_rech_amt_8
0.87
total_rech_amt_7
0.83
avg_rech_amt_6_7
0.80
avg_mou_action
0.63
total_og_mou_8
0.61
total_og_mou_7
0.55
offnet_mou_8
0.54
arpu_6
0.50
total_rech_amt_6
0.49
offnet_mou_7
0.48
std_og_mou_8
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.23
churn
0.07
monthly_2g_8
0.05
monthly_2g_7
0.03
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
406.30449999999996
3
<0.1%
0.0
3
<0.1%
563.0985000000001
2
<0.1%
424.03499999999997
2
<0.1%
495.8655
2
<0.1%
1196.001
2
<0.1%
312.7315
2
<0.1%
406.97
2
<0.1%
242.76999999999998
2
<0.1%
284.831
2
<0.1%
474.2025
2
<0.1%
345.35
2
<0.1%
382.48900000000003
2
<0.1%
415.029
2
<0.1%
355.058
2
<0.1%
SMALLEST VALUES
-182.90249999999997
1
<0.1%
-35.308
1
<0.1%
-8.673000000000002
1
<0.1%
0.0
3
<0.1%
0.005
1
<0.1%
0.045
1
<0.1%
0.05
1
<0.1%
0.065
1
<0.1%
0.12
1
<0.1%
0.16
1
<0.1%
0.495
1
<0.1%
0.72
1
<0.1%
1.7539999999999978
1
<0.1%
4.644
1
<0.1%
4.845
1
<0.1%
LARGEST VALUES
3884.469
1
<0.1%
3522.393
1
<0.1%
3356.0655
1
<0.1%
3339.4695
1
<0.1%
3266.312
1
<0.1%
3198.119
1
<0.1%
3187.8
1
<0.1%
2662.7340000000004
1
<0.1%
2612.245
1
<0.1%
2574.016
1
<0.1%
2567.4790000000003
1
<0.1%
2555.7735
1
<0.1%
2544.3824999999997
1
<0.1%
2513.154
1
<0.1%
2496.886
1
<0.1%
avg_rech_num_action
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_rech_num_7
0.94
total_rech_num_8
0.94
total_rech_num_6
0.68
avg_arpu_action
0.35
avg_rech_amt_action
0.34
std_og_mou_8
0.33
max_rech_amt_6
-0.33
total_og_mou_8
0.33
total_rech_amt_8
0.31
arpu_8
0.31
max_rech_amt_7
-0.31
arpu_7
0.31
std_og_mou_7
0.31
total_og_mou_7
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.13
monthly_2g_6
0.11
monthly_2g_7
0.09
monthly_2g_8
0.09
churn
0.03
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
5.5
1,236
4.5%
5.0
1,184
4.3%
6.0
1,184
4.3%
6.5
1,167
4.2%
7.0
1,150
4.2%
4.5
1,142
4.1%
7.5
1,140
4.1%
8.0
1,055
3.8%
4.0
1,046
3.8%
8.5
971
3.5%
9.0
936
3.4%
9.5
863
3.1%
3.5
856
3.1%
10.0
832
3.0%
10.5
711
2.6%
SMALLEST VALUES
0.0
20
<0.1%
0.5
48
0.2%
1.0
108
0.4%
1.5
189
0.7%
2.0
301
1.1%
2.5
483
1.7%
3.0
659
2.4%
3.5
856
3.1%
4.0
1,046
3.8%
4.5
1,142
4.1%
5.0
1,184
4.3%
5.5
1,236
4.5%
6.0
1,184
4.3%
6.5
1,167
4.2%
7.0
1,150
4.2%
LARGEST VALUES
130.0
1
<0.1%
124.5
1
<0.1%
120.5
1
<0.1%
117.5
1
<0.1%
99.0
1
<0.1%
96.5
1
<0.1%
92.0
2
<0.1%
90.5
1
<0.1%
88.5
1
<0.1%
84.5
1
<0.1%
83.5
1
<0.1%
81.0
1
<0.1%
80.0
1
<0.1%
79.5
1
<0.1%
79.0
2
<0.1%
avg_rech_amt_action
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_arpu_action
0.97
total_rech_amt_8
0.90
arpu_8
0.90
total_rech_amt_7
0.86
arpu_7
0.85
avg_rech_amt_6_7
0.79
avg_mou_action
0.62
total_og_mou_8
0.61
offnet_mou_8
0.54
total_og_mou_7
0.54
arpu_6
0.49
offnet_mou_7
0.47
std_og_mou_8
0.45
total_rech_amt_6
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
decrease_mou_action
0.24
churn
0.08
monthly_2g_8
0.05
monthly_2g_7
0.03
monthly_2g_6
0.01
loc_og_t2o_mou
0.00
std_og_t2o_mou
0.00
loc_ic_t2o_mou
0.00
std_og_t2c_mou_6
0.00
std_og_t2c_mou_7
0.00
std_og_t2c_mou_8
0.00
std_ic_t2o_mou_6
0.00
std_ic_t2o_mou_7
0.00
std_ic_t2o_mou_8
0.00
MOST FREQUENT VALUES
500.0
143
0.5%
375.0
122
0.4%
0.0
109
0.4%
250.0
81
0.3%
400.0
68
0.2%
420.0
62
0.2%
425.0
61
0.2%
275.0
61
0.2%
360.0
60
0.2%
625.0
59
0.2%
525.0
59
0.2%
330.0
55
0.2%
505.0
55
0.2%
600.0
54
0.2%
415.0
53
0.2%
SMALLEST VALUES
0.0
109
0.4%
5.0
2
<0.1%
8.5
1
<0.1%
10.0
2
<0.1%
11.5
1
<0.1%
12.5
1
<0.1%
13.0
1
<0.1%
13.5
1
<0.1%
14.0
1
<0.1%
15.0
8
<0.1%
15.5
1
<0.1%
18.0
2
<0.1%
20.0
2
<0.1%
20.5
1
<0.1%
22.0
2
<0.1%
LARGEST VALUES
4474.5
1
<0.1%
4224.0
1
<0.1%
3966.5
1
<0.1%
3846.5
1
<0.1%
3658.0
1
<0.1%
3365.0
1
<0.1%
3364.0
1
<0.1%
3317.0
1
<0.1%
3205.0
1
<0.1%
3166.5
1
<0.1%
3142.5
1
<0.1%
3025.5
1
<0.1%
3002.5
1
<0.1%
2952.0
1
<0.1%
2864.0
1
<0.1%